Commit ef85a8ad authored by Gavin Lee's avatar Gavin Lee
Browse files

prototype runs

parent 952e32fa
Pipeline #310402 passed with stage
in 7 minutes
{"http://www.w3.org/ns/mls#implements": {"http://www.w3.org/2000/01/rdf-schema#label": "sklearn.ensemble._forest.RandomForestClassifier", "@id": "sklearn.ensemble._forest.RandomForestClassifier", "@type": ["http://www.w3.org/ns/mls#Algorithm"]}, "http://purl.org/dc/terms/title": null, "http://www.w3.org/ns/mls#executes": {"http://www.w3.org/ns/mls#implements": {"http://www.w3.org/2000/01/rdf-schema#label": "sklearn.ensemble._forest.RandomForestClassifier", "@id": "sklearn.ensemble._forest.RandomForestClassifier", "@type": ["http://www.w3.org/ns/mls#Algorithm"]}, "http://purl.org/dc/terms/title": null, "http://purl.org/dc/terms/hasVersion": "1.0.2", "@id": "http://www.w3.org/ns/mls#Implementation.179843134", "http://www.w3.org/ns/mls#hasHyperParameter": [{"http://www.w3.org/2000/01/rdf-schema#label": "bootstrap", "@id": "http://www.w3.org/ns/mls#HyperParameter.bootstrap.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, {"http://www.w3.org/2000/01/rdf-schema#label": "ccp_alpha", "@id": "http://www.w3.org/ns/mls#HyperParameter.ccp_alpha.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, {"http://www.w3.org/2000/01/rdf-schema#label": "class_weight", "@id": "http://www.w3.org/ns/mls#HyperParameter.class_weight.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, {"http://www.w3.org/2000/01/rdf-schema#label": "criterion", "@id": "http://www.w3.org/ns/mls#HyperParameter.criterion.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, {"http://www.w3.org/2000/01/rdf-schema#label": "max_depth", "@id": "http://www.w3.org/ns/mls#HyperParameter.max_depth.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, {"http://www.w3.org/2000/01/rdf-schema#label": "max_features", "@id": "http://www.w3.org/ns/mls#HyperParameter.max_features.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, {"http://www.w3.org/2000/01/rdf-schema#label": "max_leaf_nodes", "@id": "http://www.w3.org/ns/mls#HyperParameter.max_leaf_nodes.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, {"http://www.w3.org/2000/01/rdf-schema#label": "max_samples", "@id": "http://www.w3.org/ns/mls#HyperParameter.max_samples.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, {"http://www.w3.org/2000/01/rdf-schema#label": "min_impurity_decrease", "@id": "http://www.w3.org/ns/mls#HyperParameter.min_impurity_decrease.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, {"http://www.w3.org/2000/01/rdf-schema#label": "min_samples_leaf", "@id": "http://www.w3.org/ns/mls#HyperParameter.min_samples_leaf.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, {"http://www.w3.org/2000/01/rdf-schema#label": "min_samples_split", "@id": "http://www.w3.org/ns/mls#HyperParameter.min_samples_split.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, {"http://www.w3.org/2000/01/rdf-schema#label": "min_weight_fraction_leaf", "@id": "http://www.w3.org/ns/mls#HyperParameter.min_weight_fraction_leaf.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, {"http://www.w3.org/2000/01/rdf-schema#label": "n_estimators", "@id": "http://www.w3.org/ns/mls#HyperParameter.n_estimators.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, {"http://www.w3.org/2000/01/rdf-schema#label": "n_jobs", "@id": "http://www.w3.org/ns/mls#HyperParameter.n_jobs.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, {"http://www.w3.org/2000/01/rdf-schema#label": "oob_score", "@id": "http://www.w3.org/ns/mls#HyperParameter.oob_score.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, {"http://www.w3.org/2000/01/rdf-schema#label": "random_state", "@id": "http://www.w3.org/ns/mls#HyperParameter.random_state.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, {"http://www.w3.org/2000/01/rdf-schema#label": "verbose", "@id": "http://www.w3.org/ns/mls#HyperParameter.verbose.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, {"http://www.w3.org/2000/01/rdf-schema#label": "warm_start", "@id": "http://www.w3.org/ns/mls#HyperParameter.warm_start.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}], "@type": ["http://www.w3.org/ns/mls#Implementation"]}, "http://purl.org/dc/terms/hasVersion": null, "@id": "8781733584740", "http://www.w3.org/ns/mls#hasOutput": [{"http://www.w3.org/ns/mls#hasValue": 1.0, "@id": "http://www.w3.org/ns/mls#ModelEvaluation.179849348", "http://www.w3.org/ns/mls#specifiedBy": {"@id": "http://www.w3.org/ns/mls#accuracy", "@type": ["http://www.w3.org/ns/mls#EvaluationMeasure"]}, "@type": ["http://www.w3.org/ns/mls#ModelEvaluation"]}], "http://www.w3.org/ns/mls#hasInput": [{"http://www.w3.org/ns/mls#hasValue": {"@type": "xsd:boolean", "@value": true}, "@id": "http://www.w3.org/ns/mls#HyperParameterSetting.bootstrap.8781733584740", "http://www.w3.org/ns/mls#specifiedBy": {"@id": "http://www.w3.org/ns/mls#HyperParameter.bootstrap.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, "@type": ["http://www.w3.org/ns/mls#HyperParameterSetting"]}, {"http://www.w3.org/ns/mls#hasValue": {"@type": "xsd:float", "@value": 0.0}, "@id": "http://www.w3.org/ns/mls#HyperParameterSetting.ccp_alpha.8781733584740", "http://www.w3.org/ns/mls#specifiedBy": {"@id": "http://www.w3.org/ns/mls#HyperParameter.ccp_alpha.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, "@type": ["http://www.w3.org/ns/mls#HyperParameterSetting"]}, {"http://www.w3.org/ns/mls#hasValue": {"@type": "xsd:string", "@value": "gini"}, "@id": "http://www.w3.org/ns/mls#HyperParameterSetting.criterion.8781733584740", "http://www.w3.org/ns/mls#specifiedBy": {"@id": "http://www.w3.org/ns/mls#HyperParameter.criterion.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, "@type": ["http://www.w3.org/ns/mls#HyperParameterSetting"]}, {"http://www.w3.org/ns/mls#hasValue": {"@type": "xsd:string", "@value": "auto"}, "@id": "http://www.w3.org/ns/mls#HyperParameterSetting.max_features.8781733584740", "http://www.w3.org/ns/mls#specifiedBy": {"@id": "http://www.w3.org/ns/mls#HyperParameter.max_features.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, "@type": ["http://www.w3.org/ns/mls#HyperParameterSetting"]}, {"http://www.w3.org/ns/mls#hasValue": {"@type": "xsd:float", "@value": 0.0}, "@id": "http://www.w3.org/ns/mls#HyperParameterSetting.min_impurity_decrease.8781733584740", "http://www.w3.org/ns/mls#specifiedBy": {"@id": "http://www.w3.org/ns/mls#HyperParameter.min_impurity_decrease.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, "@type": ["http://www.w3.org/ns/mls#HyperParameterSetting"]}, {"http://www.w3.org/ns/mls#hasValue": {"@type": "xsd:int", "@value": 1}, "@id": "http://www.w3.org/ns/mls#HyperParameterSetting.min_samples_leaf.8781733584740", "http://www.w3.org/ns/mls#specifiedBy": {"@id": "http://www.w3.org/ns/mls#HyperParameter.min_samples_leaf.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, "@type": ["http://www.w3.org/ns/mls#HyperParameterSetting"]}, {"http://www.w3.org/ns/mls#hasValue": {"@type": "xsd:int", "@value": 2}, "@id": "http://www.w3.org/ns/mls#HyperParameterSetting.min_samples_split.8781733584740", "http://www.w3.org/ns/mls#specifiedBy": {"@id": "http://www.w3.org/ns/mls#HyperParameter.min_samples_split.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, "@type": ["http://www.w3.org/ns/mls#HyperParameterSetting"]}, {"http://www.w3.org/ns/mls#hasValue": {"@type": "xsd:float", "@value": 0.0}, "@id": "http://www.w3.org/ns/mls#HyperParameterSetting.min_weight_fraction_leaf.8781733584740", "http://www.w3.org/ns/mls#specifiedBy": {"@id": "http://www.w3.org/ns/mls#HyperParameter.min_weight_fraction_leaf.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, "@type": ["http://www.w3.org/ns/mls#HyperParameterSetting"]}, {"http://www.w3.org/ns/mls#hasValue": {"@type": "xsd:int", "@value": 100}, "@id": "http://www.w3.org/ns/mls#HyperParameterSetting.n_estimators.8781733584740", "http://www.w3.org/ns/mls#specifiedBy": {"@id": "http://www.w3.org/ns/mls#HyperParameter.n_estimators.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, "@type": ["http://www.w3.org/ns/mls#HyperParameterSetting"]}, {"http://www.w3.org/ns/mls#hasValue": {"@type": "xsd:boolean", "@value": false}, "@id": "http://www.w3.org/ns/mls#HyperParameterSetting.oob_score.8781733584740", "http://www.w3.org/ns/mls#specifiedBy": {"@id": "http://www.w3.org/ns/mls#HyperParameter.oob_score.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, "@type": ["http://www.w3.org/ns/mls#HyperParameterSetting"]}, {"http://www.w3.org/ns/mls#hasValue": {"@type": "xsd:int", "@value": 0}, "@id": "http://www.w3.org/ns/mls#HyperParameterSetting.verbose.8781733584740", "http://www.w3.org/ns/mls#specifiedBy": {"@id": "http://www.w3.org/ns/mls#HyperParameter.verbose.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, "@type": ["http://www.w3.org/ns/mls#HyperParameterSetting"]}, {"http://www.w3.org/ns/mls#hasValue": {"@type": "xsd:boolean", "@value": false}, "@id": "http://www.w3.org/ns/mls#HyperParameterSetting.warm_start.8781733584740", "http://www.w3.org/ns/mls#specifiedBy": {"@id": "http://www.w3.org/ns/mls#HyperParameter.warm_start.8781733584740", "@type": ["http://www.w3.org/ns/mls#HyperParameter"]}, "@type": ["http://www.w3.org/ns/mls#HyperParameterSetting"]}], "@type": ["http://www.w3.org/ns/mls#Run"]}
\ No newline at end of file
Markdown is supported
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment