Run
8882405

Run 8882405

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 .neighbors.classification.KNeighborsClassifier)(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.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_neighbors4
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_state54588
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.StandardScaler,dimension_reduction=sklearn.decomposition.pca.PCA,classifier=sklearn.neighbors.classification.KNeighborsClassifier)(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

0.8319 ± 0.1276
Per class
Cross-validation details (10-fold Crossvalidation)
0.9796 ± 0.0027
Per class
Cross-validation details (10-fold Crossvalidation)
0.2183 ± 0.1528
Cross-validation details (10-fold Crossvalidation)
-9890.8962 ± 278.6962
Cross-validation details (10-fold Crossvalidation)
0.0387 ± 0.0065
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)
0.9813 ± 0.007
Per class
Cross-validation details (10-fold Crossvalidation)
0.9848 ± 0.0019
Cross-validation details (10-fold Crossvalidation)
0.1231
Cross-validation details (10-fold Crossvalidation)
0.9848 ± 0.0019
Per class
Cross-validation details (10-fold Crossvalidation)
1.1806 ± 0.2005
Cross-validation details (10-fold Crossvalidation)
0.1276 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
0.1295 ± 0.0117
Cross-validation details (10-fold Crossvalidation)
1.0151 ± 0.102
Cross-validation details (10-fold Crossvalidation)