Run
8886303

Run 8886303

Task 167132 (Supervised Classification) Speech Uploaded 16-03-2018 by Sami Ozarik
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Flow

imblearn.pipeline.Pipeline(SMOTE=imblearn.over_sampling.smote.SMOTE,Scaler= sklearn.preprocessing.data.StandardScaler,PCA=sklearn.decomposition.pca.PCA ,Classifier=sklearn.tree.tree.DecisionTreeClassifier)(1)Automatically created scikit-learn flow.
sklearn.preprocessing.data.StandardScaler(5)_copytrue
sklearn.preprocessing.data.StandardScaler(5)_with_meantrue
sklearn.preprocessing.data.StandardScaler(5)_with_stdtrue
sklearn.tree.tree.DecisionTreeClassifier(18)_class_weightnull
sklearn.tree.tree.DecisionTreeClassifier(18)_criterion"gini"
sklearn.tree.tree.DecisionTreeClassifier(18)_max_depthnull
sklearn.tree.tree.DecisionTreeClassifier(18)_max_featuresnull
sklearn.tree.tree.DecisionTreeClassifier(18)_max_leaf_nodesnull
sklearn.tree.tree.DecisionTreeClassifier(18)_min_impurity_decrease0.0
sklearn.tree.tree.DecisionTreeClassifier(18)_min_impurity_splitnull
sklearn.tree.tree.DecisionTreeClassifier(18)_min_samples_leaf1
sklearn.tree.tree.DecisionTreeClassifier(18)_min_samples_split2
sklearn.tree.tree.DecisionTreeClassifier(18)_min_weight_fraction_leaf0.0
sklearn.tree.tree.DecisionTreeClassifier(18)_presortfalse
sklearn.tree.tree.DecisionTreeClassifier(18)_random_state58273
sklearn.tree.tree.DecisionTreeClassifier(18)_splitter"best"
sklearn.decomposition.pca.PCA(2)_copytrue
sklearn.decomposition.pca.PCA(2)_iterated_power"auto"
sklearn.decomposition.pca.PCA(2)_n_components6
sklearn.decomposition.pca.PCA(2)_random_state54040
sklearn.decomposition.pca.PCA(2)_svd_solver"auto"
sklearn.decomposition.pca.PCA(2)_tol0.0
sklearn.decomposition.pca.PCA(2)_whitenfalse
imblearn.over_sampling.smote.SMOTE(2)_knull
imblearn.over_sampling.smote.SMOTE(2)_k_neighbors5
imblearn.over_sampling.smote.SMOTE(2)_kind"regular"
imblearn.over_sampling.smote.SMOTE(2)_mnull
imblearn.over_sampling.smote.SMOTE(2)_m_neighbors10
imblearn.over_sampling.smote.SMOTE(2)_n_jobs1
imblearn.over_sampling.smote.SMOTE(2)_out_step0.5
imblearn.over_sampling.smote.SMOTE(2)_random_state35342
imblearn.over_sampling.smote.SMOTE(2)_ratio"auto"
imblearn.over_sampling.smote.SMOTE(2)_svm_estimatornull
imblearn.pipeline.Pipeline(SMOTE=imblearn.over_sampling.smote.SMOTE,Scaler=sklearn.preprocessing.data.StandardScaler,PCA=sklearn.decomposition.pca.PCA,Classifier=sklearn.tree.tree.DecisionTreeClassifier)(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

0.6843 ± 0.0962
Per class
Cross-validation details (10-fold Crossvalidation)
0.9524 ± 0.0107
Per class
Cross-validation details (10-fold Crossvalidation)
0.1534 ± 0.1087
Cross-validation details (10-fold Crossvalidation)
-8088.1152 ± 322.0114
Cross-validation details (10-fold Crossvalidation)
0.0662 ± 0.0179
Cross-validation details (10-fold Crossvalidation)
0.0328 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
3686
Per class
Cross-validation details (10-fold Crossvalidation)
0.9753 ± 0.0041
Per class
Cross-validation details (10-fold Crossvalidation)
0.9338 ± 0.0179
Cross-validation details (10-fold Crossvalidation)
0.1231
Cross-validation details (10-fold Crossvalidation)
0.9338 ± 0.0179
Per class
Cross-validation details (10-fold Crossvalidation)
2.0179 ± 0.562
Cross-validation details (10-fold Crossvalidation)
0.1276 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
0.2573 ± 0.0364
Cross-validation details (10-fold Crossvalidation)
2.0168 ± 0.2997
Cross-validation details (10-fold Crossvalidation)