Run
8886648

Run 8886648

Task 167132 (Supervised Classification) Speech Uploaded 17-03-2018 by Thomas Mulder
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Flow

sklearn.pipeline.Pipeline(svc=sklearn.svm.classes.SVC)(2)Automatically created scikit-learn flow.
sklearn.svm.classes.SVC(16)_C1.0
sklearn.svm.classes.SVC(16)_cache_size200
sklearn.svm.classes.SVC(16)_class_weight"balanced"
sklearn.svm.classes.SVC(16)_coef00.0
sklearn.svm.classes.SVC(16)_decision_function_shape"ovr"
sklearn.svm.classes.SVC(16)_degree3
sklearn.svm.classes.SVC(16)_gamma"auto"
sklearn.svm.classes.SVC(16)_kernel"rbf"
sklearn.svm.classes.SVC(16)_max_iter-1
sklearn.svm.classes.SVC(16)_probabilityfalse
sklearn.svm.classes.SVC(16)_random_state7490
sklearn.svm.classes.SVC(16)_shrinkingtrue
sklearn.svm.classes.SVC(16)_tol0.001
sklearn.svm.classes.SVC(16)_verbosefalse
sklearn.pipeline.Pipeline(svc=sklearn.svm.classes.SVC)(2)_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

Area under ROC curve
0.5902 ± 0.0732
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9818 ± 0.0039
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.302 ± 0.1975
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1236.6454 ± 42.0763
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0136 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0328 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Number of instances
3686
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9866 ± 0.0023
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9864 ± 0.0026
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1231
Cross-validation details (10-fold Crossvalidation)
Recall
0.9864 ± 0.0026
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4135 ± 0.0749
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1276 ± 0.0031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1165 ± 0.0116
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9129 ± 0.0862
Cross-validation details (10-fold Crossvalidation)