Run
1852400

Run 1852400

Task 145677 (Supervised Classification) Bioresponse Uploaded 13-03-2017 by Stanley Clark
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  • Mon_Mar_13_12.24.54_2017 NumPy_1.12.0. Python_3.5.2. run_task SciPy_0.18.1. sklearn.pipeline.Pipeline Sklearn_0.18.1.
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Flow

sklearn.pipeline.Pipeline(standardscaler=sklearn.preprocessing.data.Standar dScaler,genericunivariateselect=sklearn.feature_selection.univariate_select ion.GenericUnivariateSelect,randomforestclassifier=sklearn.ensemble.forest. RandomForestClassifier)(1)Automatically created scikit-learn flow.
sklearn.ensemble.forest.RandomForestClassifier(16)_bootstrapTrue
sklearn.ensemble.forest.RandomForestClassifier(16)_class_weightNone
sklearn.ensemble.forest.RandomForestClassifier(16)_criteriongini
sklearn.ensemble.forest.RandomForestClassifier(16)_max_depthNone
sklearn.ensemble.forest.RandomForestClassifier(16)_max_featuresauto
sklearn.ensemble.forest.RandomForestClassifier(16)_max_leaf_nodesNone
sklearn.ensemble.forest.RandomForestClassifier(16)_min_impurity_split1e-07
sklearn.ensemble.forest.RandomForestClassifier(16)_min_samples_leaf1
sklearn.ensemble.forest.RandomForestClassifier(16)_min_samples_split2
sklearn.ensemble.forest.RandomForestClassifier(16)_min_weight_fraction_leaf0.0
sklearn.ensemble.forest.RandomForestClassifier(16)_n_estimators1000
sklearn.ensemble.forest.RandomForestClassifier(16)_n_jobs1
sklearn.ensemble.forest.RandomForestClassifier(16)_oob_scoreFalse
sklearn.ensemble.forest.RandomForestClassifier(16)_random_stateNone
sklearn.ensemble.forest.RandomForestClassifier(16)_verbose0
sklearn.ensemble.forest.RandomForestClassifier(16)_warm_startFalse
sklearn.preprocessing.data.StandardScaler(1)_copyTrue
sklearn.preprocessing.data.StandardScaler(1)_with_meanTrue
sklearn.preprocessing.data.StandardScaler(1)_with_stdTrue
sklearn.feature_selection.univariate_selection.GenericUnivariateSelect(1)_modepercentile
sklearn.feature_selection.univariate_selection.GenericUnivariateSelect(1)_param1e-05
sklearn.feature_selection.univariate_selection.GenericUnivariateSelect(1)_score_func
sklearn.pipeline.Pipeline(standardscaler=sklearn.preprocessing.data.StandardScaler,genericunivariateselect=sklearn.feature_selection.univariate_selection.GenericUnivariateSelect,randomforestclassifier=sklearn.ensemble.forest.RandomForestClassifier)(1)_steps[('standardscaler', StandardScaler(copy=True, with_mean=True, with_std=True)), ('genericunivariateselect', GenericUnivariateSelect(mode='percentile', param=1e-05, score_func=)), ('randomforestclassifier', RandomForestClassifier(bootstrap=True, class_weight=None, criterion='gini', max_depth=None, max_features='auto', max_leaf_nodes=None, min_impurity_split=1e-07, min_samples_leaf=1, min_samples_split=2, min_weight_fraction_leaf=0.0, n_estimators=1000, n_jobs=1, oob_score=False, random_state=None, verbose=0, warm_start=False))]

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

0.7251
Per class
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.70.720.740.760.680.78
0.7372
Per class
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.70.720.740.760.680.78
0.4719
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.3750.40.4250.450.4750.50.5250.…0.55
981.5054
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore080859095100105110
0.3858
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.370.3750.380.3850.390.3950.40.…0.405
0.4964
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.496250.49630.496350.49640.496450.49650.49655
3751
Per class
Cross-validation details (10-fold Crossvalidation)
0.7383
Per class
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.70.720.740.760.78
0.7369
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.70.720.740.760.680.78
0.9948
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.9948
0.7369
Per class
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.70.720.740.760.680.78
0.7772
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.750.760.770.780.790.80.810.…0.82
0.4982
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.498050.49810.498150.49820.498250.49830.49835
0.4393
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.420.430.440.450.46
0.8817
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.840.860.880.90.920.94
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