Run
8885739

Run 8885739

Task 167132 (Supervised Classification) Speech Uploaded 15-03-2018 by Michiel Verburg
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Flow

sklearn.pipeline.Pipeline(preprocessing=sklearn.preprocessing.data.RobustSc aler,dimension_reduction=sklearn.decomposition.pca.PCA,classifier=sklearn.n eighbors.classification.KNeighborsClassifier)(1)Automatically created scikit-learn flow.
sklearn.neighbors.classification.KNeighborsClassifier(20)_algorithm"auto"
sklearn.neighbors.classification.KNeighborsClassifier(20)_leaf_size30
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric"minkowski"
sklearn.neighbors.classification.KNeighborsClassifier(20)_metric_paramsnull
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_jobs1
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_neighbors9
sklearn.neighbors.classification.KNeighborsClassifier(20)_p2
sklearn.neighbors.classification.KNeighborsClassifier(20)_weights"uniform"
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_state17128
sklearn.decomposition.pca.PCA(2)_svd_solver"auto"
sklearn.decomposition.pca.PCA(2)_tol0.0
sklearn.decomposition.pca.PCA(2)_whitenfalse
sklearn.pipeline.Pipeline(preprocessing=sklearn.preprocessing.data.RobustScaler,dimension_reduction=sklearn.decomposition.pca.PCA,classifier=sklearn.neighbors.classification.KNeighborsClassifier)(1)_memorynull
sklearn.preprocessing.data.RobustScaler(2)_copytrue
sklearn.preprocessing.data.RobustScaler(2)_quantile_range[25.0, 75.0]
sklearn.preprocessing.data.RobustScaler(2)_with_centeringtrue
sklearn.preprocessing.data.RobustScaler(2)_with_scalingtrue

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

0.8434 ± 0.0802
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)
-20353.9747 ± 396.7393
Cross-validation details (10-fold Crossvalidation)
0.0475 ± 0.007
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)
1.4473 ± 0.2078
Cross-validation details (10-fold Crossvalidation)
0.1276 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
0.1283 ± 0.0057
Cross-validation details (10-fold Crossvalidation)
1.0057 ± 0.0452
Cross-validation details (10-fold Crossvalidation)