Run
8886461

Run 8886461

Task 167133 (Supervised Classification) CIFAR_10_small Uploaded 16-03-2018 by Sander Ackermans
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Flow

sklearn.pipeline.Pipeline(Scaler=sklearn.preprocessing.data.MinMaxScaler,pc a=sklearn.decomposition.pca.PCA,Classifier=sklearn.ensemble.bagging.Bagging Classifier)(1)Automatically created scikit-learn flow.
sklearn.preprocessing.data.MinMaxScaler(3)_copytrue
sklearn.preprocessing.data.MinMaxScaler(3)_feature_range[0, 1]
sklearn.decomposition.pca.PCA(2)_copytrue
sklearn.decomposition.pca.PCA(2)_iterated_power"auto"
sklearn.decomposition.pca.PCA(2)_n_components0.9
sklearn.decomposition.pca.PCA(2)_random_state59032
sklearn.decomposition.pca.PCA(2)_svd_solver"auto"
sklearn.decomposition.pca.PCA(2)_tol0.0
sklearn.decomposition.pca.PCA(2)_whitenfalse
sklearn.pipeline.Pipeline(Scaler=sklearn.preprocessing.data.MinMaxScaler,pca=sklearn.decomposition.pca.PCA,Classifier=sklearn.ensemble.bagging.BaggingClassifier)(1)_memorynull
sklearn.ensemble.bagging.BaggingClassifier(3)_base_estimatornull
sklearn.ensemble.bagging.BaggingClassifier(3)_bootstraptrue
sklearn.ensemble.bagging.BaggingClassifier(3)_bootstrap_featuresfalse
sklearn.ensemble.bagging.BaggingClassifier(3)_max_features1.0
sklearn.ensemble.bagging.BaggingClassifier(3)_max_samples1.0
sklearn.ensemble.bagging.BaggingClassifier(3)_n_estimators10
sklearn.ensemble.bagging.BaggingClassifier(3)_n_jobs-1
sklearn.ensemble.bagging.BaggingClassifier(3)_oob_scorefalse
sklearn.ensemble.bagging.BaggingClassifier(3)_random_state7901
sklearn.ensemble.bagging.BaggingClassifier(3)_verbose0
sklearn.ensemble.bagging.BaggingClassifier(3)_warm_starttrue

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

0.7337 ± 0.0077
Per class
Cross-validation details (10-fold Crossvalidation)
0.3283 ± 0.0093
Per class
Cross-validation details (10-fold Crossvalidation)
0.255 ± 0.0106
Cross-validation details (10-fold Crossvalidation)
5701.4289 ± 16.5877
Cross-validation details (10-fold Crossvalidation)
0.1543 ± 0.001
Cross-validation details (10-fold Crossvalidation)
0.18 ± 0
Cross-validation details (10-fold Crossvalidation)
20000
Per class
Cross-validation details (10-fold Crossvalidation)
0.3353 ± 0.0087
Per class
Cross-validation details (10-fold Crossvalidation)
0.3296 ± 0.0095
Cross-validation details (10-fold Crossvalidation)
3.3218
Cross-validation details (10-fold Crossvalidation)
0.3296 ± 0.0095
Per class
Cross-validation details (10-fold Crossvalidation)
0.857 ± 0.0056
Cross-validation details (10-fold Crossvalidation)
0.3 ± 0
Cross-validation details (10-fold Crossvalidation)
0.2851 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
0.9503 ± 0.0053
Cross-validation details (10-fold Crossvalidation)