Run
8886590

Run 8886590

Task 167132 (Supervised Classification) Speech Uploaded 17-03-2018 by Xinyi Kong
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Flow

imblearn.pipeline.Pipeline(scaler=sklearn.preprocessing.data.StandardScaler ,pac=sklearn.decomposition.pca.PCA,oversample=imblearn.over_sampling.adasyn .ADASYN,classifier=sklearn.svm.classes.SVC)(1)Automatically created scikit-learn flow.
sklearn.preprocessing.data.StandardScaler(4)_copytrue
sklearn.preprocessing.data.StandardScaler(4)_with_meantrue
sklearn.preprocessing.data.StandardScaler(4)_with_stdtrue
sklearn.svm.classes.SVC(15)_C10
sklearn.svm.classes.SVC(15)_cache_size200
sklearn.svm.classes.SVC(15)_class_weightnull
sklearn.svm.classes.SVC(15)_coef00.0
sklearn.svm.classes.SVC(15)_decision_function_shape"ovr"
sklearn.svm.classes.SVC(15)_degree3
sklearn.svm.classes.SVC(15)_gamma0.01
sklearn.svm.classes.SVC(15)_kernel"rbf"
sklearn.svm.classes.SVC(15)_max_iter-1
sklearn.svm.classes.SVC(15)_probabilityfalse
sklearn.svm.classes.SVC(15)_random_state6000
sklearn.svm.classes.SVC(15)_shrinkingtrue
sklearn.svm.classes.SVC(15)_tol0.001
sklearn.svm.classes.SVC(15)_verbosefalse
sklearn.decomposition.pca.PCA(3)_copytrue
sklearn.decomposition.pca.PCA(3)_iterated_power"auto"
sklearn.decomposition.pca.PCA(3)_n_components380
sklearn.decomposition.pca.PCA(3)_random_state52996
sklearn.decomposition.pca.PCA(3)_svd_solver"auto"
sklearn.decomposition.pca.PCA(3)_tol0.0
sklearn.decomposition.pca.PCA(3)_whitenfalse
imblearn.over_sampling.adasyn.ADASYN(1)_knull
imblearn.over_sampling.adasyn.ADASYN(1)_n_jobs1
imblearn.over_sampling.adasyn.ADASYN(1)_n_neighbors5
imblearn.over_sampling.adasyn.ADASYN(1)_random_state42
imblearn.over_sampling.adasyn.ADASYN(1)_ratio"auto"
imblearn.pipeline.Pipeline(scaler=sklearn.preprocessing.data.StandardScaler,pac=sklearn.decomposition.pca.PCA,oversample=imblearn.over_sampling.adasyn.ADASYN,classifier=sklearn.svm.classes.SVC)(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

0.5082 ± 0.0264
Per class
Cross-validation details (10-fold Crossvalidation)
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
0.0317 ± 0.0893
Cross-validation details (10-fold Crossvalidation)
755.9876 ± 15.1724
Cross-validation details (10-fold Crossvalidation)
0.0163 ± 0.0013
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)
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
0.9837 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
0.1231
Cross-validation details (10-fold Crossvalidation)
0.9837 ± 0.0013
Per class
Cross-validation details (10-fold Crossvalidation)
0.4962 ± 0.0303
Cross-validation details (10-fold Crossvalidation)
0.1276 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
0.1276 ± 0.005
Cross-validation details (10-fold Crossvalidation)
1.0001 ± 0.0278
Cross-validation details (10-fold Crossvalidation)