Run
8886133

Run 8886133

Task 167132 (Supervised Classification) Speech Uploaded 16-03-2018 by jiawen wang
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Flow

imblearn.pipeline.Pipeline(oversample=imblearn.over_sampling.adasyn.ADASYN, preprocessing=sklearn.preprocessing.data.StandardScaler,PCA=sklearn.decompo sition.pca.PCA,classifier=sklearn.neighbors.classification.KNeighborsClassi fier)(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_neighbors10
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_components390
sklearn.decomposition.pca.PCA(2)_random_state45490
sklearn.decomposition.pca.PCA(2)_svd_solver"auto"
sklearn.decomposition.pca.PCA(2)_tol0.0
sklearn.decomposition.pca.PCA(2)_whitenfalse
imblearn.over_sampling.adasyn.ADASYN(1)_knull
imblearn.over_sampling.adasyn.ADASYN(1)_n_jobs1
imblearn.over_sampling.adasyn.ADASYN(1)_n_neighbors5
imblearn.over_sampling.adasyn.ADASYN(1)_random_state57606
imblearn.over_sampling.adasyn.ADASYN(1)_ratio"auto"
imblearn.pipeline.Pipeline(oversample=imblearn.over_sampling.adasyn.ADASYN,preprocessing=sklearn.preprocessing.data.StandardScaler,PCA=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

0.9403 ± 0.0101
Per class
Cross-validation details (10-fold Crossvalidation)
0.0409 ± 0.0124
Per class
Cross-validation details (10-fold Crossvalidation)
0.0007 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
-162866.1369 ± 80.5079
Cross-validation details (10-fold Crossvalidation)
0.8288 ± 0.0087
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)
0.9837 ± 0.0008
Per class
Cross-validation details (10-fold Crossvalidation)
0.0372 ± 0.0067
Cross-validation details (10-fold Crossvalidation)
0.1231
Cross-validation details (10-fold Crossvalidation)
0.0372 ± 0.0067
Per class
Cross-validation details (10-fold Crossvalidation)
25.2656 ± 0.6713
Cross-validation details (10-fold Crossvalidation)
0.1276 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
0.8427 ± 0.0076
Cross-validation details (10-fold Crossvalidation)
6.6056 ± 0.1658
Cross-validation details (10-fold Crossvalidation)