. . . . . "the used algorithm (e.g. Random Forest)" . "http://purl.org/nanopub/api/find_signed_things?type=http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Algorithm&searchterm=" . "https://www.ebi.ac.uk/ols/api/select?fieldList=iri,label,description&q=" . "https://www.wikidata.org/w/api.php?action=wbsearchentities&language=en&format=json&limit=5&search=" . "Such a nanopublication describes the results of a Machine Learning experiment, such as the accuracy achieved by a applying a given ML technique on a given dataset. This template is based on ML Schema." . . "Publishing the evaluation result of a Machine Learning experiment" . . . . . . . . . "Machine Learning" . . "the URL of the used dataset" . . "the name of the dataset" . . "an evaluation" . . "the evaluation measure (e.g. Accuracy)" . "http://purl.org/nanopub/api/find_signed_things?type=http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationMeasure&searchterm=" . "https://www.ebi.ac.uk/ols/api/select?ontology=stato&fieldList=iri,label,description&q=" . . "value of the evaluation result (e.g. 0.81 if the accuracy is 81%)" . . "a run" . . . . . . . . . . . . . . . . . . . . . . . . . . . "the task performed (e.g. Spam Detection)" . "http://purl.org/nanopub/api/find_signed_things?type=http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Task&searchterm=" . "https://www.ebi.ac.uk/ols/api/select?fieldList=iri,label,description&q=" . "https://www.wikidata.org/w/api.php?action=wbsearchentities&language=en&format=json&limit=5&search=" . "is a" . "has the name" . "run of a Machine Learning experiment" . "has as output" . "has the result value" . "executes an implementation that implements the algorithm" . "measures" . . "RSA" . "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCjDGQCS1S+SRnERDuYDXOugdYUP0efEquHJEEHAbU/uLzBVlga89zqrNPCS7fBE6lArBUWEmT8eLKdMapyqvAzI1J3jUWTMhDJF+XFBkUiuiFfNSc4vJJcmi0yujtnuzXsRIG202jyaP4f5ULoskFwaZOSBZJfiE0dsB3D7DTIAQIDAQAB" . "mm8mxJO2CsOXMo1KB6Rqyupn1DnkZxWxFFXA2AQklMkCu2pnX54SN6cIwC+wb3J18kAuNN7OLSXgY6zqZ+WbS2pD40HpG4dxtbSYDxpUlFqbVcwC3aC0fZyrS0XNguMgwuk3xRrIwoUVd/lKca04jgdalqEd7OAPD9UzunPB7rI=" . . "2023-04-12T09:27:59.083Z"^^ . . . . . . .