[ { "@graph" : [ { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8", "@type" : [ "http://www.nanopub.org/nschema#Nanopublication" ], "http://www.nanopub.org/nschema#hasAssertion" : [ { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#assertion" } ], "http://www.nanopub.org/nschema#hasProvenance" : [ { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#provenance" } ], "http://www.nanopub.org/nschema#hasPublicationInfo" : [ { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#pubinfo" } ] } ], "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#Head" }, { "@graph" : [ { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#_LinguisticSystem", "@type" : [ "https://schema.org/ComputerLanguage" ], "http://www.w3.org/2000/01/rdf-schema#label" : [ { "@value" : "python" } ], "http://www.w3.org/2000/01/rdf-schema#seeAlso" : [ { "@id" : "https://www.wikidata.org/wiki/Q28865" } ], "http://www.w3.org/2002/07/owl#versionInfo" : [ { "@value" : "3.9.15.final.0" } ] }, { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#_data", "@type" : [ "http://purl.org/net/p-plan#Variable" ], "http://www.w3.org/2000/01/rdf-schema#comment" : [ { "@value" : "None" } ], "http://www.w3.org/2000/01/rdf-schema#label" : [ { "@value" : "data" } ] }, { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#_hyper_params", "@type" : [ "http://purl.org/net/p-plan#Variable" ], "http://www.w3.org/2000/01/rdf-schema#comment" : [ { "@value" : "None" } ], "http://www.w3.org/2000/01/rdf-schema#label" : [ { "@value" : "hyper_params" } ] }, { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#_out1", "@type" : [ "http://purl.org/net/p-plan#Variable" ], "http://www.w3.org/2000/01/rdf-schema#comment" : [ { "@value" : "None" } ], "http://www.w3.org/2000/01/rdf-schema#label" : [ { "@value" : "out1" } ] }, { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#_step", "@type" : [ "http://dkm.fbk.eu/index.php/BPMN2_Ontology#ScriptTask", "http://purl.org/net/p-plan#Step" ], "http://purl.org/dc/terms/description" : [ { "@value" : "@is_fairstep(label='Create and fit classifier', is_script_task=True)\ndef fit_classifier(hyper_params, data, y):\n clf = RandomForestClassifier(\n n_jobs=hyper_params['n_jobs'],\n random_state=hyper_params['random_state'],\n )\n clf.fit(data, y)\n return clf\n" } ], "http://purl.org/dc/terms/language" : [ { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#_LinguisticSystem" } ], "http://purl.org/net/p-plan#hasInputVar" : [ { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#_data" }, { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#_hyper_params" }, { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#_y" } ], "http://purl.org/net/p-plan#hasOutputVar" : [ { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#_out1" } ], "http://www.w3.org/2000/01/rdf-schema#label" : [ { "@value" : "Create and fit classifier" } ] }, { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#_y", "@type" : [ "http://purl.org/net/p-plan#Variable" ], "http://www.w3.org/2000/01/rdf-schema#comment" : [ { "@value" : "None" } ], "http://www.w3.org/2000/01/rdf-schema#label" : [ { "@value" : "y" } ] } ], "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#assertion" }, { "@graph" : [ { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#assertion", "http://www.w3.org/ns/prov#generatedAtTime" : [ { "@type" : "http://www.w3.org/2001/XMLSchema#dateTime", "@value" : "2023-01-10T10:58:01.350079" } ] } ], "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#provenance" }, { "@graph" : [ { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8", "http://www.w3.org/ns/prov#wasAttributedTo" : [ { "@id" : "https://orcid.org/0000-0000-0000-0000" } ] }, { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#sig", "http://purl.org/nanopub/x/hasAlgorithm" : [ { "@value" : "RSA" } ], "http://purl.org/nanopub/x/hasPublicKey" : [ { "@value" : "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAlKZel+uM9w+JiWuhs0NHtaXdRrGkGAjvnnLFQL2nmgZDGIjX+is2YJBd6R2kBkr67lYiUDWdtih0F0yqUlAW5GdYUihk1MBiWyLe4RNt7I5iC/5wwK/i5vV6/YKa6Zwf4oymwChpdXddlKc6d73StgFqOafQPeNeBUHTZbkmUKFAqGXf0nAclB23DEeN5qVl6XRa1qqtL91AKW+UxTvlZR3pFNFn8xKTfbOSgmuAkYSUwJrp84rNI92qXYtOJ12oH0oT/enzcThxcfPLomGc9BMd+QBCj08LdrtuAArHzcivMKDzreDCD+haZ/GdObRWHpQ5O4bEWIx3dZVQq7t0KQIDAQAB" } ], "http://purl.org/nanopub/x/hasSignature" : [ { "@value" : "Xx5MInbwyfg4F8cogYVyRdGoWpgCNLEjN0tnelFDtWDGiXv43Yrp/cmX17DgMQe6K+x+uWk8bFlGc0uOlDuKIEq1xGAQo2ohtG9Hvs8Yorht5TjjmmQ4iSEENs31ALl+iAyxgU2paRXDPshjlmJiQEkNw1x+GxGia9FLHc8W8qBkwNHb+VU3t5W0HLNh5mjAGIDXv+PPAtoWzYiL7s199W77ezsZL2h3yy6/VWaJQVODS6jzL1MCgwk1TbevHb58Jk3vBFfutSP6A3sHknsIpID2yRcCetzLZK19CJc/5QImRCicw/09exqJ7l3wxfciis58d9UXSb0IoUfBkmh/5A==" } ], "http://purl.org/nanopub/x/hasSignatureTarget" : [ { "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8" } ] } ], "@id" : "http://purl.org/np/RAsnJ9jHz5PLDzYtEmliADWbJqOzZxbg05pCqlNBXfdP8#pubinfo" } ]