Run
8882409

Run 8882409

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

sklearn.pipeline.Pipeline(preprocessing=sklearn.preprocessing.data.Polynomi alFeatures,dimension_reduction=sklearn.decomposition.pca.PCA,classifier=skl earn.neighbors.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_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_state30710
sklearn.decomposition.pca.PCA(2)_svd_solver"auto"
sklearn.decomposition.pca.PCA(2)_tol0.0
sklearn.decomposition.pca.PCA(2)_whitenfalse
sklearn.preprocessing.data.PolynomialFeatures(2)_degree2
sklearn.preprocessing.data.PolynomialFeatures(2)_include_biastrue
sklearn.preprocessing.data.PolynomialFeatures(2)_interaction_onlyfalse
sklearn.pipeline.Pipeline(preprocessing=sklearn.preprocessing.data.PolynomialFeatures,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

0.7025 ± 0.0689
Per class
Cross-validation details (10-fold Crossvalidation)
0.9776 ± 0.0041
Per class
Cross-validation details (10-fold Crossvalidation)
0.1368 ± 0.1336
Cross-validation details (10-fold Crossvalidation)
-13679.8707 ± 481.9364
Cross-validation details (10-fold Crossvalidation)
0.0492 ± 0.0116
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)
0.9767 ± 0.0079
Per class
Cross-validation details (10-fold Crossvalidation)
0.9835 ± 0.002
Cross-validation details (10-fold Crossvalidation)
0.1231
Cross-validation details (10-fold Crossvalidation)
0.9835 ± 0.002
Per class
Cross-validation details (10-fold Crossvalidation)
1.499 ± 0.3572
Cross-validation details (10-fold Crossvalidation)
0.1276 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
0.1501 ± 0.0126
Cross-validation details (10-fold Crossvalidation)
1.1767 ± 0.1035
Cross-validation details (10-fold Crossvalidation)