Run
8882453

Run 8882453

Task 167132 (Supervised Classification) Speech Uploaded 10-03-2018 by Michiel Verburg
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Flow

sklearn.pipeline.Pipeline(preprocessing=sklearn.preprocessing.data.Standard Scaler,dimension_reduction=sklearn.decomposition.pca.PCA,classifier=sklearn .svm.classes.NuSVC)(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.decomposition.pca.PCA(2)_copytrue
sklearn.decomposition.pca.PCA(2)_iterated_power"auto"
sklearn.decomposition.pca.PCA(2)_n_components150
sklearn.decomposition.pca.PCA(2)_random_state64573
sklearn.decomposition.pca.PCA(2)_svd_solver"auto"
sklearn.decomposition.pca.PCA(2)_tol0.0
sklearn.decomposition.pca.PCA(2)_whitenfalse
sklearn.svm.classes.NuSVC(2)_cache_size200
sklearn.svm.classes.NuSVC(2)_class_weight"balanced"
sklearn.svm.classes.NuSVC(2)_coef00.0
sklearn.svm.classes.NuSVC(2)_decision_function_shape"ovr"
sklearn.svm.classes.NuSVC(2)_degree3
sklearn.svm.classes.NuSVC(2)_gamma7.07
sklearn.svm.classes.NuSVC(2)_kernel"poly"
sklearn.svm.classes.NuSVC(2)_max_iter-1
sklearn.svm.classes.NuSVC(2)_nu0.01
sklearn.svm.classes.NuSVC(2)_probabilityfalse
sklearn.svm.classes.NuSVC(2)_random_state39039
sklearn.svm.classes.NuSVC(2)_shrinkingtrue
sklearn.svm.classes.NuSVC(2)_tol0.001
sklearn.svm.classes.NuSVC(2)_verbosefalse
sklearn.pipeline.Pipeline(preprocessing=sklearn.preprocessing.data.StandardScaler,dimension_reduction=sklearn.decomposition.pca.PCA,classifier=sklearn.svm.classes.NuSVC)(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

0.5656 ± 0.0861
Per class
Cross-validation details (10-fold Crossvalidation)
0.9802 ± 0.004
Per class
Cross-validation details (10-fold Crossvalidation)
0.2289 ± 0.2409
Cross-validation details (10-fold Crossvalidation)
1092.4481 ± 49.638
Cross-validation details (10-fold Crossvalidation)
0.0144 ± 0.0031
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)
0.9858 ± 0.0024
Per class
Cross-validation details (10-fold Crossvalidation)
0.9856 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
0.1231
Cross-validation details (10-fold Crossvalidation)
0.9856 ± 0.0031
Per class
Cross-validation details (10-fold Crossvalidation)
0.4383 ± 0.0902
Cross-validation details (10-fold Crossvalidation)
0.1276 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
0.1199 ± 0.0138
Cross-validation details (10-fold Crossvalidation)
0.9399 ± 0.0997
Cross-validation details (10-fold Crossvalidation)