Run
8885435

Run 8885435

Task 167132 (Supervised Classification) Speech Uploaded 14-03-2018 by Leroy Visser
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Flow

sklearn.pipeline.Pipeline(scaler=sklearn.preprocessing.data.PolynomialFeatu res,PCA=sklearn.decomposition.pca.PCA,estimator=sklearn.neighbors.classific ation.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_jobs-1
sklearn.neighbors.classification.KNeighborsClassifier(20)_n_neighbors5
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_components400
sklearn.decomposition.pca.PCA(2)_random_state30240
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(scaler=sklearn.preprocessing.data.PolynomialFeatures,PCA=sklearn.decomposition.pca.PCA,estimator=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

0.6782 ± 0.0733
Per class
Cross-validation details (10-fold Crossvalidation)
0.9763 ± 0.0038
Per class
Cross-validation details (10-fold Crossvalidation)
0.0596 ± 0.1116
Cross-validation details (10-fold Crossvalidation)
-9066.2769 ± 367.4398
Cross-validation details (10-fold Crossvalidation)
0.0359 ± 0.0074
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)
0.976 ± 0.0095
Per class
Cross-validation details (10-fold Crossvalidation)
0.9835 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
0.1231
Cross-validation details (10-fold Crossvalidation)
0.9835 ± 0.0015
Per class
Cross-validation details (10-fold Crossvalidation)
1.095 ± 0.2241
Cross-validation details (10-fold Crossvalidation)
0.1276 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
0.1353 ± 0.0073
Cross-validation details (10-fold Crossvalidation)
1.0609 ± 0.0553
Cross-validation details (10-fold Crossvalidation)