Run
8885448

Run 8885448

Task 167133 (Supervised Classification) CIFAR_10_small Uploaded 14-03-2018 by Emma van Zoelen
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

sklearn.ensemble.voting_classifier.VotingClassifier(bnb=sklearn.pipeline.Pi peline(bnb=sklearn.naive_bayes.BernoulliNB),gb=sklearn.pipeline.Pipeline(pc a=sklearn.decomposition.pca.PCA,estimator=sklearn.ensemble.gradient_boostin g.GradientBoostingClassifier),rf=sklearn.pipeline.Pipeline(rf=sklearn.ensem ble.forest.RandomForestClassifier))(1)Automatically created scikit-learn flow.
sklearn.ensemble.forest.RandomForestClassifier(32)_bootstraptrue
sklearn.ensemble.forest.RandomForestClassifier(32)_class_weightnull
sklearn.ensemble.forest.RandomForestClassifier(32)_criterion"gini"
sklearn.ensemble.forest.RandomForestClassifier(32)_max_depthnull
sklearn.ensemble.forest.RandomForestClassifier(32)_max_features"auto"
sklearn.ensemble.forest.RandomForestClassifier(32)_max_leaf_nodesnull
sklearn.ensemble.forest.RandomForestClassifier(32)_min_impurity_decrease0.0
sklearn.ensemble.forest.RandomForestClassifier(32)_min_impurity_splitnull
sklearn.ensemble.forest.RandomForestClassifier(32)_min_samples_leaf1
sklearn.ensemble.forest.RandomForestClassifier(32)_min_samples_split2
sklearn.ensemble.forest.RandomForestClassifier(32)_min_weight_fraction_leaf0.0
sklearn.ensemble.forest.RandomForestClassifier(32)_n_estimators5
sklearn.ensemble.forest.RandomForestClassifier(32)_n_jobs1
sklearn.ensemble.forest.RandomForestClassifier(32)_oob_scorefalse
sklearn.ensemble.forest.RandomForestClassifier(32)_random_state4509
sklearn.ensemble.forest.RandomForestClassifier(32)_verbose0
sklearn.ensemble.forest.RandomForestClassifier(32)_warm_startfalse
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_criterion"friedman_mse"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_initnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_learning_rate0.1
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_loss"deviance"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_max_depth3
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_max_featuresnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_max_leaf_nodesnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_min_impurity_decrease0.0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_min_impurity_splitnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_min_samples_leaf1
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_min_samples_split2
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_min_weight_fraction_leaf0.0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_n_estimators20
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_presort"auto"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_random_state53478
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_subsample1.0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_verbose0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(11)_warm_startfalse
sklearn.decomposition.pca.PCA(2)_copytrue
sklearn.decomposition.pca.PCA(2)_iterated_power"auto"
sklearn.decomposition.pca.PCA(2)_n_components200
sklearn.decomposition.pca.PCA(2)_random_state4135
sklearn.decomposition.pca.PCA(2)_svd_solver"auto"
sklearn.decomposition.pca.PCA(2)_tol0.0
sklearn.decomposition.pca.PCA(2)_whitenfalse
sklearn.naive_bayes.BernoulliNB(4)_alpha0
sklearn.naive_bayes.BernoulliNB(4)_binarize0.0
sklearn.naive_bayes.BernoulliNB(4)_class_priornull
sklearn.naive_bayes.BernoulliNB(4)_fit_priortrue
sklearn.ensemble.voting_classifier.VotingClassifier(bnb=sklearn.pipeline.Pipeline(bnb=sklearn.naive_bayes.BernoulliNB),gb=sklearn.pipeline.Pipeline(pca=sklearn.decomposition.pca.PCA,estimator=sklearn.ensemble.gradient_boosting.GradientBoostingClassifier),rf=sklearn.pipeline.Pipeline(rf=sklearn.ensemble.forest.RandomForestClassifier))(1)_flatten_transformnull
sklearn.ensemble.voting_classifier.VotingClassifier(bnb=sklearn.pipeline.Pipeline(bnb=sklearn.naive_bayes.BernoulliNB),gb=sklearn.pipeline.Pipeline(pca=sklearn.decomposition.pca.PCA,estimator=sklearn.ensemble.gradient_boosting.GradientBoostingClassifier),rf=sklearn.pipeline.Pipeline(rf=sklearn.ensemble.forest.RandomForestClassifier))(1)_n_jobs1
sklearn.ensemble.voting_classifier.VotingClassifier(bnb=sklearn.pipeline.Pipeline(bnb=sklearn.naive_bayes.BernoulliNB),gb=sklearn.pipeline.Pipeline(pca=sklearn.decomposition.pca.PCA,estimator=sklearn.ensemble.gradient_boosting.GradientBoostingClassifier),rf=sklearn.pipeline.Pipeline(rf=sklearn.ensemble.forest.RandomForestClassifier))(1)_voting"soft"
sklearn.ensemble.voting_classifier.VotingClassifier(bnb=sklearn.pipeline.Pipeline(bnb=sklearn.naive_bayes.BernoulliNB),gb=sklearn.pipeline.Pipeline(pca=sklearn.decomposition.pca.PCA,estimator=sklearn.ensemble.gradient_boosting.GradientBoostingClassifier),rf=sklearn.pipeline.Pipeline(rf=sklearn.ensemble.forest.RandomForestClassifier))(1)_weightsnull
sklearn.pipeline.Pipeline(bnb=sklearn.naive_bayes.BernoulliNB)(1)_memorynull
sklearn.pipeline.Pipeline(pca=sklearn.decomposition.pca.PCA,estimator=sklearn.ensemble.gradient_boosting.GradientBoostingClassifier)(1)_memorynull
sklearn.pipeline.Pipeline(rf=sklearn.ensemble.forest.RandomForestClassifier)(1)_memorynull

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

0.7587 ± 0.0058
Per class
Cross-validation details (10-fold Crossvalidation)
0.289 ± 0.0155
Per class
Cross-validation details (10-fold Crossvalidation)
0.2237 ± 0.0181
Cross-validation details (10-fold Crossvalidation)
4210.5289 ± 11.0745
Cross-validation details (10-fold Crossvalidation)
0.1649 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
20000
Per class
Cross-validation details (10-fold Crossvalidation)
0.3308 ± 0.0171
Per class
Cross-validation details (10-fold Crossvalidation)
0.3014 ± 0.0162
Cross-validation details (10-fold Crossvalidation)
3.3218
Cross-validation details (10-fold Crossvalidation)
0.3014 ± 0.0162
Per class
Cross-validation details (10-fold Crossvalidation)
0.9159 ± 0.0032
Cross-validation details (10-fold Crossvalidation)
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
0.2873 ± 0.0011
Cross-validation details (10-fold Crossvalidation)
0.9575 ± 0.0036
Cross-validation details (10-fold Crossvalidation)