{"page":1,"pageCount":2,"totalCount":96,"prevPage":null,"nextPage":2,"links":{"nextPage":"https://data.lovportal.lirmm.fr/search?apikey=13b97ee8-cdfb-4147-9260-af66e84b4afa&ontologies=RAINS&page=2","prevPage":null},"collection":[{"prefLabel":"Algorithm","definition":["Imported Definition: The algorithm regardless software implementation."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"http://www.w3.org/ns/mls#Algorithm","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Algorithm","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Algorithm/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Algorithm/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Algorithm/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Algorithm/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Algorithm/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Algorithm/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Algorithm/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Algorithm/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Algorithm","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Dataset","definition":["A data item composed of data examples."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"http://www.w3.org/ns/mls#Dataset","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Dataset","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Dataset/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Dataset/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Dataset/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Dataset/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Dataset/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Dataset/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Dataset/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Dataset/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Dataset","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"DatasetCharacteristic","definition":["This concept is imported from ML-Schema to describe the characteristics of the dataset. \n\nIn RAInS, this includes how many instances make up the dataset, what do the instances represent, what are the types of instances, whether the instances have associated labels or targets, whether the relationships between instances are explicit, as well as the errors, noises, redundancies in the dataset and whether is there any information missing from instances.\n\nWhen used to descriped a Training Dataset, Validation Dataset, or Evaluation Dataset produced by splitting the Dataset Component, it is advisable to describe how the dataset was split, including the ratios of train-validate-test and the class representation percentage in each."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"http://www.w3.org/ns/mls#DatasetCharacteristic","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23DatasetCharacteristic","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23DatasetCharacteristic/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23DatasetCharacteristic/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23DatasetCharacteristic/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23DatasetCharacteristic/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23DatasetCharacteristic/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23DatasetCharacteristic/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23DatasetCharacteristic/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23DatasetCharacteristic/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23DatasetCharacteristic","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Evaluation Measure","definition":["EvaluationMeasure is a measure to assess the performance of the model generated by the process that realizes the task. Examples are predictive accuracy or f-measure."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"http://www.w3.org/ns/mls#EvaluationMeasure","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationMeasure","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationMeasure/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationMeasure/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationMeasure/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationMeasure/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationMeasure/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationMeasure/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationMeasure/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationMeasure/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationMeasure","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Evaluation Procedure","definition":["EvaluationProcedure is a technique to evaluate machine learning models. Examples are cross-validation and leave-one-out."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"http://www.w3.org/ns/mls#EvaluationProcedure","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationProcedure","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationProcedure/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationProcedure/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationProcedure/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationProcedure/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationProcedure/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationProcedure/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationProcedure/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationProcedure/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationProcedure","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Hyperparameter","definition":["Hyperparameter is a prior parameter of an implementation, i.e., a parameter which is set before its execution (e.g. C, the complexity parameter, in weka.SMO)."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"http://www.w3.org/ns/mls#HyperParameter","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23HyperParameter","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23HyperParameter/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23HyperParameter/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23HyperParameter/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23HyperParameter/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23HyperParameter/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23HyperParameter/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23HyperParameter/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23HyperParameter/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23HyperParameter","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Model","definition":["Model is a generalization of a set of training data able to predict values for unseen instances. It is an output from an execution of a data mining algorithm implementation. Models have a dual nature. They can be treated as data structures and as such represented, stored and manipulated. On the other hand, they act as functions and are executed, taking as input data examples and giving as output the result of applying the function to a data example. Models can also be divided into global or local ones. A global model has global coverage of a data set, i.e., it generalizes the whole data set. A local model, such as a pattern set, is a set of local hypotheses, i.e. each applies to a limited region of the data set."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"http://www.w3.org/ns/mls#Model","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Model","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Model/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Model/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Model/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Model/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Model/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Model/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Model/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Model/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Model","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"ModelCharacteristic","definition":["Imported Definition: ModelCharacteristic is a distinguishing quality or property that distinguish one model from another. An example model characteristic may be interpretabilty or a complexity of the model.\n\nIn RAInS, this includes the type of model, programming method, excluded features, emphasized features, decision thresholds, basis of prioritisation, semantics and similarity functions, editorial criteria, and type of uncertainty. Plus, how those were chosen.\n\nThere are separate concepts that represent the algorithm and parameters."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"http://www.w3.org/ns/mls#ModelCharacteristic","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelCharacteristic","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelCharacteristic/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelCharacteristic/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelCharacteristic/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelCharacteristic/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelCharacteristic/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelCharacteristic/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelCharacteristic/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelCharacteristic/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelCharacteristic","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"model Evaluation","definition":["ModelEvaluation is a setting of a value of the performance measure  specified by the evaluation specification. It connects a measure specification with its value."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"http://www.w3.org/ns/mls#ModelEvaluation","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelEvaluation","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelEvaluation/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelEvaluation/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelEvaluation/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelEvaluation/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelEvaluation/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelEvaluation/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelEvaluation/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelEvaluation/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23ModelEvaluation","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"AI System","definition":["The AI System for which the accountability plan is specified."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#AI_System","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23AI_System","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23AI_System/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23AI_System/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23AI_System/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23AI_System/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23AI_System/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23AI_System/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23AI_System/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23AI_System/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23AI_System","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Approval Decision","definition":["A specific type of a planned human decision representing approvals and sign offs."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#ApprovalDecision","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ApprovalDecision","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ApprovalDecision/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ApprovalDecision/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ApprovalDecision/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ApprovalDecision/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ApprovalDecision/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ApprovalDecision/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ApprovalDecision/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ApprovalDecision/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23ApprovalDecision","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Auto Constraint","definition":["A specific type of planned Constraint that describes a constraint which can be evaluated automatically against corresponding accountability trace. Such constraint would normally link to its implementation (e.g., a SHACL rule) using the  https://w3id.org/ep-plan#hasConstraintImplementation property."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#AutoConstraint","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23AutoConstraint","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23AutoConstraint/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23AutoConstraint/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23AutoConstraint/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23AutoConstraint/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23AutoConstraint/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23AutoConstraint/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23AutoConstraint/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23AutoConstraint/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23AutoConstraint","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Bias","definition":["A type of :Risk  which records a specific piece of  information detailing a potential inclination or prejudice related to some aspects of :AI_Sytem (e.g., a training dataset containing more data about males when both genders will be considered by the ML model)\n\nIf a mitigation strategy is used to abate the bias, then these can be indicated using the property :hasMitigationStrategy. It is advisable that information about the bias before and after mitigation is included."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#Bias","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Bias","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Bias/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Bias/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Bias/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Bias/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Bias/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Bias/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Bias/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Bias/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23Bias","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Certificate","definition":["A sao:InformnationElement which records information describing a certificate (e.g. an ISO certificate) that is granted during the implementation (or deployment or use and maintenance) life cycle stages."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#Certificate","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Certificate","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Certificate/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Certificate/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Certificate/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Certificate/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Certificate/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Certificate/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Certificate/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Certificate/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23Certificate","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Certification Decision","definition":["A specific type of a planned human compliance assurance decision representing certification granting. This is usually done by third parties, but may also be done inhouse to prove that the AI System abides by internal policies."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#CertificationDecision","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23CertificationDecision","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23CertificationDecision/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23CertificationDecision/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23CertificationDecision/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23CertificationDecision/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23CertificationDecision/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23CertificationDecision/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23CertificationDecision/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23CertificationDecision/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23CertificationDecision","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Change Justification","definition":["A sao:InformnationElement which records information describing the justification behind a deviation from the Design Specification. For example, the reason behind realizing a dataset other than the one indicated by the Dataset Design Specification was used, or why an evaluation measure was recorded which differed from the one indicated to be expected in an Evaluation Specification."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#ChangeJustification","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ChangeJustification","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ChangeJustification/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ChangeJustification/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ChangeJustification/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ChangeJustification/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ChangeJustification/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ChangeJustification/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ChangeJustification/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ChangeJustification/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23ChangeJustification","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Change Log","definition":["A specific type of planned sao:AccountableResult that describes any change from a design specification or guideline. It is expected to be the result of any accountable action that has an input a design specification or a guideline.\n\nIt is advisable that the information realization corresponding to the Evaluation contains the following information element ChangeJustification."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#ChangeLog","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ChangeLog","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ChangeLog/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ChangeLog/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ChangeLog/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ChangeLog/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ChangeLog/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ChangeLog/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ChangeLog/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ChangeLog/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23ChangeLog","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Compliance Assurance Decision","definition":["A specific type of a planned human decision representing confirmation of compliance of some sao:AccountableResult (e.g., a model specification) with its compliance requirements."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#ComplianceAssuranceDecision","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceAssuranceDecision","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceAssuranceDecision/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceAssuranceDecision/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceAssuranceDecision/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceAssuranceDecision/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceAssuranceDecision/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceAssuranceDecision/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceAssuranceDecision/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceAssuranceDecision/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23ComplianceAssuranceDecision","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Compliance Entity","definition":["A specific type of sao:InformationElement which records a specific piece of  information about  a compliance requirement that is to be complied with as part of an information realization collection."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#ComplianceEntity","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceEntity","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceEntity/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceEntity/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceEntity/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceEntity/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceEntity/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceEntity/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceEntity/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceEntity/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23ComplianceEntity","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Compliance Specification","definition":["A specific type of design specification  which represents the  description of a compliance requirement.\n\nIt is advisable that the information realization corresponding to SystemPurposeSpecification contains the following information elements\n1. HardLaw\n2. SoftLaw"],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#ComplianceSpecification","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceSpecification","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceSpecification/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceSpecification/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceSpecification/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceSpecification/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceSpecification/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceSpecification/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceSpecification/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ComplianceSpecification/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23ComplianceSpecification","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Data Collection Procedure","definition":["A specific type of sao:InformationElement which records a specific piece of  information detailing how the data is collected. This includes the information about mechanism used for collecting data (e.g. hardware sensors, software program, or manually), the timeframe over which the data was collected, any consent reporting, etc. \n\nThere is a separate concept that represents the data collection software see rainsDataCollectionSoftware."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#DataCollectionProcedure","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataCollectionProcedure","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataCollectionProcedure/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataCollectionProcedure/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataCollectionProcedure/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataCollectionProcedure/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataCollectionProcedure/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataCollectionProcedure/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataCollectionProcedure/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataCollectionProcedure/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23DataCollectionProcedure","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Data Collection Software","definition":["A sao:InformationElement (which is also an osw:Software and a prov:SoftwareAgent)  which records  information detailing  a software that was used to collect data that formed the dataset which was used to train the ML Model"],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#DataCollectionSoftware","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataCollectionSoftware","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataCollectionSoftware/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataCollectionSoftware/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataCollectionSoftware/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataCollectionSoftware/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataCollectionSoftware/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataCollectionSoftware/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataCollectionSoftware/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataCollectionSoftware/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23DataCollectionSoftware","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Data Preprocessing Procedure","definition":["A specific type of sao:InformationElement which records a specific piece of  information detailing how the data is preprocessed. This includes information on what is done to the data (e.g., cleaning, sampling, filtering, feature engineering, etc) and how it is done (e.g., manually, programmatically, or using feature engineering software).\n\nThere is a separate concept that represents the data preprocessing software."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#DataPreprocessingProcedure","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingProcedure","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingProcedure/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingProcedure/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingProcedure/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingProcedure/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingProcedure/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingProcedure/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingProcedure/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingProcedure/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingProcedure","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Data Preprocessing Software","definition":["A sao:InformationElement (which is also an osw:Software and a prov:SoftwareAgent)  which records  information detailing  a software  that was used to preprocess the dataset using to train the ML Model"],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#DataPreprocessingSoftware","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingSoftware","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingSoftware/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingSoftware/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingSoftware/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingSoftware/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingSoftware/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingSoftware/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingSoftware/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingSoftware/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23DataPreprocessingSoftware","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Dataset Component","definition":["A specific type of planned sao:AccountableResult  which represents the description of an realized dataset, including its characteristics, how it was collected, its risks, etc. The dataset component represents a collection of collected and pre-processed data. Once it is split, the subclasses TestingDataset, ValidationDataset, and EvaluationDataset can be used.\n\nIt is advisable that the information realization corresponding to the DatasetComponent variable contains the following information elements:\n1. Dataset, the realized dataset should be an instance of RealizedObject. If the implementation deviates from the design, then an additional dataset should be indicated as an instance of ExcludedObject.\n2. DatasetCharacteristic\n3. DataCollectionProcedure\n4. DataPreprocesingProcedure\n5. IntendedUseCase\n6. Limitation\n7. Risk\n8. Bias\n9. Tradeoff\n10. IncorrectUseCase\n11. IntendedUserGroup\n12. HardLaw\n13. SoftLaw\n\nIt is discouraged that the information realization corresponding to the DtasetComponent variable contains the following information elements:\n1. SystemAuditMechanism\n2. SystemExplanationMechanims\n3. SystemHumanOversightMechanism\n4. SystemSecurityMechanism\n5. SystemIntegrationGuidance\n6. SystemDeploymentGuidance\n7. SystemDocumentationGuidance\n8. SystemIntegrationGuidance\n9. SystemUsageGuidance\n10. Model\n11. ModelCharacteristic\n12. Algorithm"],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#DatasetComponent","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DatasetComponent","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DatasetComponent/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DatasetComponent/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DatasetComponent/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DatasetComponent/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DatasetComponent/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DatasetComponent/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DatasetComponent/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DatasetComponent/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23DatasetComponent","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Dataset Specification","definition":["A specific type of design specification  which represents the description of planned requirements, characteristics, risks, etc. related to a dataset (e.g., a training dataset for ML model) expected to be used as part of the AI system life cycle.\n\nIt is advisable that the information realization corresponding to DatasetSpecification contains the following information elements \n1. Dataset \n2. DatasetCharacteristic\n3. DataCollectionProcedure\n4. DataPreprocesingProcedure\n5. IntendedUseCase\n6. Limitation\n7. Risk\n8. Bias\n9. Tradeoff\n10. IntendedUserGroup\n11. IncorrectUseCase\n12. HardLaw\n13. SoftLaw\n\nIt is discouraged that the information realization corresponding to the Dataset Specification contains the following information elements:\n1. SystemAuditMechanism\n2. SystemExplanationMechanims\n3. SystemHumanOversightMechanism\n4. SystemSecurityMechanism\n5. SystemIntegrationGuidance\n6. SystemDeploymentGuidance\n7. SystemDocumentationGuidance\n8. SystemIntegrationGuidance\n9. SystemUsageGuidance\n10. Model\n11. ModelCharacteristic\n12. Algorithm"],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#DatasetSpecification","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DatasetSpecification","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DatasetSpecification/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DatasetSpecification/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DatasetSpecification/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DatasetSpecification/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DatasetSpecification/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DatasetSpecification/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DatasetSpecification/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DatasetSpecification/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23DatasetSpecification","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Decide","definition":["A planned step describing a decision to be taken by a human when incorporating accountability in AI Systems, e.g. approve the design of an ML Model."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#Decide","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Decide","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Decide/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Decide/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Decide/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Decide/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Decide/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Decide/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Decide/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Decide/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23Decide","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Design Specification","definition":["A specific type of planned sao:AccountableResult which represents a high level reference to a specification  (e.g. a specification report) that is expected to be produced during the design stage in order to inform the future AI system lifecycle stages (e.g. implementation)."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#DesignSpecification","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DesignSpecification","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DesignSpecification/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DesignSpecification/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DesignSpecification/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DesignSpecification/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DesignSpecification/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DesignSpecification/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DesignSpecification/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DesignSpecification/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23DesignSpecification","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Design Stage Accountability Plan","definition":["A plan that identifies sao:AccountableAction(s) and sao:AccountableResult(s) relevant to the design stage of an AI system and  which are required to be documented for accountability purposes. The Accountable Actions that can be done at this stage are: Produce Specification and Decide."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#DesignStageAccountabilityPlan","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DesignStageAccountabilityPlan","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DesignStageAccountabilityPlan/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DesignStageAccountabilityPlan/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DesignStageAccountabilityPlan/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DesignStageAccountabilityPlan/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DesignStageAccountabilityPlan/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DesignStageAccountabilityPlan/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DesignStageAccountabilityPlan/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23DesignStageAccountabilityPlan/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23DesignStageAccountabilityPlan","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Evaluate","definition":["A planned step describing an evaluation, i.e, testing  and producing evaluation metrics, that has some impact on the AI System, e.g. the evaluation of the ML model using a specified Dataset or the :AI_System undergoing a third party evaluation."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#Evaluate","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Evaluate","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Evaluate/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Evaluate/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Evaluate/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Evaluate/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Evaluate/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Evaluate/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Evaluate/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Evaluate/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23Evaluate","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Evaluation","definition":["A specific type of planned sao:AccountableResult which represents a high level reference to testing at least one component and recording the results of the test(s) (e.g. testing the model with a specified dataset) that is expected to be produced during the implementation stage.\n\nIt is advisable that the information realization corresponding to the Evaluation variable contains the following information elements:\n1. Either an instance of mls:EvaluationProcedure (if it is the model being evaluated) or EvaluationProcedure (if it is not the ML model being evaluated). Either should also be an instance of RealizedObject. If the evaluation deviates from the design, then an additional instance of mls:EvaluationProcedure or EvaluationProcedure should be indicated as an instance of ExcludedObject.\n2. Either an instance of mls:EvaluationMeasure (if it is the model being evaluated) or EvaluationMeasure(if it is not the ML model being evaluated). If the evaluation deviates from the design, then an additional instance of mls:EvaluationMeasure or EvaluationMeasure should be indicated as an instance of ExcludedObject.\n3. Either an instance of mls:ModelEvaluation (if it is the model being evaluated) or EvaluationResult (if it is not the ML model being evaluated). If the evaluation deviates from the design, then an additional instance of mls:ModelEvaluation or EvaluationResult should be indicated as an instance of ExcludedObject.\n4. HardLaw\n5. SoftLaw\n\nIt is discouraged that the information realization corresponding to the Evaluation variable contains the following information elements:\n1. SystemIntegrationGuidance\n2. SystemDeploymentGuidance\n3. SystemDocumentationGuidance\n4. SystemIntegrationGuidance\n5. SystemUsageGuidance"],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#Evaluation","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Evaluation","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Evaluation/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Evaluation/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Evaluation/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Evaluation/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Evaluation/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Evaluation/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Evaluation/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Evaluation/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23Evaluation","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Evaluation Dataset","definition":["A specific type of a Dataset Component  which represents a subset of the whole collected and pre-processed datasets after they were merged then split to be fed into the ML Model. This specific type represents the data used to evaluate the ML Model. The other subsets are used to train and evaluate the model. This type can also represent a standalone dataset used to evaluate the model independent of the datasets used to train and validate it."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#EvaluationDataset","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationDataset","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationDataset/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationDataset/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationDataset/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationDataset/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationDataset/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationDataset/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationDataset/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationDataset/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23EvaluationDataset","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Evaluation Measure","definition":["A  sao:InformationElement which records a specific piece of  information detailing some measure used as part of an evaluation process. This is broader than mls:EvaluationMeassure which describes a measure related to a model performance."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#EvaluationMeassure","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationMeassure","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationMeassure/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationMeassure/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationMeassure/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationMeassure/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationMeassure/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationMeassure/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationMeassure/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationMeassure/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23EvaluationMeassure","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Evaluation Procedure","definition":["A sao:InformationElement  which records a specific piece of  information detailing procedure by which some aspects of an :AI_Sytem were evaluated. This is broader than mls:EvaluationProcedure which relates to model evaluation."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#EvaluationProcedure","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationProcedure","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationProcedure/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationProcedure/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationProcedure/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationProcedure/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationProcedure/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationProcedure/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationProcedure/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationProcedure/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23EvaluationProcedure","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Evaluation Result","definition":["A  sao:InformationElement which records a specific piece of  information detailing the result of an evaluation process. This is broader than mls:EvaluationMeassure which describes a result related to a specific model evaluation."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#EvaluationResult","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationResult","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationResult/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationResult/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationResult/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationResult/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationResult/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationResult/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationResult/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationResult/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23EvaluationResult","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Evaluation Specification","definition":["A specific type of design specification which represents the description  of a planned evaluation process.\n\nIt is advisable that the information realization corresponding to EvaluationSpecification contains the following information elements:\n1. Either an instance of mls:EvaluationProcedure (if it is the model being evaluated) or EvaluationProcedure (if it is not the ML model being evaluated). \n2. Either an instance of mls: EvaluationMeasure (if it is the model being evaluated) or EvaluationMeasure (if it is not the ML model being evaluated).\n3. If available: Either an instance of mls:ModelEvaluation (if it is the model being evaluated) or EvaluationResult (if it is not the ML model being evaluated).\n4. HardLaw\n5. SoftLaw\n\nIt is discouraged that the information realization corresponding to the Evaluation Specification contains the following information elements:\n1. SystemIntegrationGuidance\n2. SystemDeploymentGuidance\n3. SystemDocumentationGuidance\n4. SystemIntegrationGuidance\n5. SystemUsageGuidance"],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#EvaluationSpecification","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationSpecification","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationSpecification/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationSpecification/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationSpecification/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationSpecification/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationSpecification/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationSpecification/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationSpecification/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23EvaluationSpecification/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23EvaluationSpecification","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Excluded Object","definition":["A sao:InformationElement which records information detailing a piece of data, software or hardware that should have been realized but was not.\n\nFor example, assume the dataset design specification specifies that dataset foorbar is to be realised (to be used to train the model), but the implementation team realises dataset xyzzy instead. In this case, the dataset foobar should be indicated by the implementation team as an Excluded Object - whereas the dataset xyzzy should be created as an instance of :RealizedObject."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#ExcludedObject","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ExcludedObject","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ExcludedObject/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ExcludedObject/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ExcludedObject/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ExcludedObject/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ExcludedObject/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ExcludedObject/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ExcludedObject/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ExcludedObject/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23ExcludedObject","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Fairness Or Bias Detection Software","definition":["A sao:InformationElement (which is also an osw:Software and a prov:SoftwareAgent)  which records  information detailing  a software that was used to detect bias or check for fairness in both the dataset which was used to train the ML Model as well as the ML model itself"],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#FairnessOrBiasDetectionSoftware","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23FairnessOrBiasDetectionSoftware","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23FairnessOrBiasDetectionSoftware/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23FairnessOrBiasDetectionSoftware/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23FairnessOrBiasDetectionSoftware/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23FairnessOrBiasDetectionSoftware/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23FairnessOrBiasDetectionSoftware/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23FairnessOrBiasDetectionSoftware/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23FairnessOrBiasDetectionSoftware/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23FairnessOrBiasDetectionSoftware/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23FairnessOrBiasDetectionSoftware","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Fitness Confirmation Decision","definition":["A specific type of planned human decision representing confirmation of fitness of some sao:AccountableResult t to its purpose."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#FitnessConfirmationDecision","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23FitnessConfirmationDecision","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23FitnessConfirmationDecision/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23FitnessConfirmationDecision/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23FitnessConfirmationDecision/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23FitnessConfirmationDecision/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23FitnessConfirmationDecision/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23FitnessConfirmationDecision/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23FitnessConfirmationDecision/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23FitnessConfirmationDecision/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23FitnessConfirmationDecision","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Funding","definition":["A sao:InformationElement  which records a specific piece of  information detailing a funding source."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#Funding","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Funding","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Funding/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Funding/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Funding/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Funding/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Funding/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Funding/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Funding/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Funding/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23Funding","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Generate Guideline","definition":["A planned step describing the creation of a guideline that has some impact on the AI System, e.g. the production of the deployment guideline describing how the AI System is to be deployed on-site or the production of the maintenance guideline describing how the AI System is to be maintained."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#GenerateGuideline","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23GenerateGuideline","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23GenerateGuideline/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23GenerateGuideline/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23GenerateGuideline/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23GenerateGuideline/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23GenerateGuideline/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23GenerateGuideline/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23GenerateGuideline/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23GenerateGuideline/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23GenerateGuideline","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Grant Certification","definition":["A planned step describing a certification granting decision to be taken by a human when incorporating accountability in AI Systems, e.g. grant an ISO certificate."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#GrantCertification","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23GrantCertification","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23GrantCertification/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23GrantCertification/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23GrantCertification/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23GrantCertification/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23GrantCertification/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23GrantCertification/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23GrantCertification/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23GrantCertification/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23GrantCertification","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Guidance","definition":["A sao:InformationElement  which records a specific piece of  information detailing instructions that should be followed during the deployment or operation stage of the :AI_System lifecycle."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#Guidance","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Guidance","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Guidance/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Guidance/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Guidance/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Guidance/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Guidance/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Guidance/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Guidance/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Guidance/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23Guidance","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Guideline","definition":["A specific type of planned sao:AccountableResult which represents a high level reference to a guideline (e.g. a guideline document) that is expected to be produced during the implementation in order to inform on the correct procedure for deploying, using and maintaining the system or any of its components."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#Guideline","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Guideline","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Guideline/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Guideline/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Guideline/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Guideline/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Guideline/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Guideline/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Guideline/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23Guideline/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23Guideline","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Hard Law","definition":["A specific type of compliance entity which records a specific piece of  information about the laws and regulations that must be, or are, complied with as part of an information realization collection.\n\nWhen used as part of an information realization corresponding to a design specification, it describes the hard laws that must be complied with. When used as part of an information realization corresponding to an realized component, it describes the hard laws that the component complies with."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#HardLaw","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HardLaw","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HardLaw/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HardLaw/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HardLaw/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HardLaw/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HardLaw/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HardLaw/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HardLaw/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HardLaw/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23HardLaw","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Human Constraint","definition":["A specific type of planned ep-plan:Constraint that describes some constraint which cannot be evaluated automatically against the accountability trace. This can be, for example, because the constraint is too high level or difficult to express as a rule. Such constraint would be typically expected to be evaluated manually by a human."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#HumanConstraint","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HumanConstraint","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HumanConstraint/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HumanConstraint/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HumanConstraint/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HumanConstraint/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HumanConstraint/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HumanConstraint/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HumanConstraint/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HumanConstraint/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23HumanConstraint","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Human Decision","definition":["A specific type of a planned sao:AccountableResult which represents a decision made by a human."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#HumanDecision","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HumanDecision","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HumanDecision/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HumanDecision/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HumanDecision/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HumanDecision/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HumanDecision/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HumanDecision/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HumanDecision/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23HumanDecision/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23HumanDecision","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Implementation Stage Accountability Plan","definition":["A plan that identifies sao:AccountableAction(s) and sao:AccountableResult(s) relevant to the implementation stage of an AI system and  which are required to be documented for accountability purposes. The Accountable Actions that can be done at this stage are: Realize Component, Merge and Split Dataset, Evaluate, Generate Guideline, Grant Certification, and Decide."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#ImplementationStageAccountabilityPlan","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ImplementationStageAccountabilityPlan","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ImplementationStageAccountabilityPlan/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ImplementationStageAccountabilityPlan/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ImplementationStageAccountabilityPlan/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ImplementationStageAccountabilityPlan/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ImplementationStageAccountabilityPlan/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ImplementationStageAccountabilityPlan/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ImplementationStageAccountabilityPlan/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23ImplementationStageAccountabilityPlan/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23ImplementationStageAccountabilityPlan","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Incorrect Use Case","definition":["A type of :UseCase detailing a situation in which any component of :AI_System or the system as whole should not be used."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#IncorrectUseCase","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23IncorrectUseCase","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23IncorrectUseCase/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23IncorrectUseCase/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23IncorrectUseCase/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23IncorrectUseCase/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23IncorrectUseCase/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23IncorrectUseCase/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23IncorrectUseCase/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23IncorrectUseCase/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23IncorrectUseCase","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}},{"prefLabel":"Intended Use Case","definition":["A type of :UseCase detailing a situation in which any component of :AI_System or the system as whole is expected to be used."],"obsolete":false,"matchType":"prefLabel","ontologyType":"ONTOLOGY","@id":"https://w3id.org/rains#IntendedUseCase","@type":"http://www.w3.org/2002/07/owl#Class","links":{"self":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23IntendedUseCase","ontology":"https://data.lovportal.lirmm.fr/ontologies/RAINS","children":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23IntendedUseCase/children","parents":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23IntendedUseCase/parents","descendants":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23IntendedUseCase/descendants","ancestors":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23IntendedUseCase/ancestors","instances":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23IntendedUseCase/instances","tree":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23IntendedUseCase/tree","notes":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23IntendedUseCase/notes","mappings":"https://data.lovportal.lirmm.fr/ontologies/RAINS/classes/https%3A%2F%2Fw3id.org%2Frains%23IntendedUseCase/mappings","ui":"http://lovportal.lirmm.fr/ontologies/RAINS?p=classes&conceptid=https%3A%2F%2Fw3id.org%2Frains%23IntendedUseCase","@context":{"self":"http://www.w3.org/2002/07/owl#Class","ontology":"http://data.bioontology.org/metadata/Ontology","children":"http://www.w3.org/2002/07/owl#Class","parents":"http://www.w3.org/2002/07/owl#Class","descendants":"http://www.w3.org/2002/07/owl#Class","ancestors":"http://www.w3.org/2002/07/owl#Class","instances":"http://data.bioontology.org/metadata/Instance","tree":"http://www.w3.org/2002/07/owl#Class","notes":"http://data.bioontology.org/metadata/Note","mappings":"http://data.bioontology.org/metadata/Mapping","ui":"http://www.w3.org/2002/07/owl#Class"}},"@context":{"@vocab":"http://data.bioontology.org/metadata/","prefLabel":"http://www.w3.org/2004/02/skos/core#prefLabel","definition":"http://www.w3.org/2004/02/skos/core#definition","obsolete":"http://www.w3.org/2002/07/owl#deprecated","@language":"en"}}]}