Run
8886158

Run 8886158

Task 167132 (Supervised Classification) Speech Uploaded 16-03-2018 by Robin Vink
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Flow

sklearn.svm.classes.SVC(16)Automatically created scikit-learn flow.
sklearn.svm.classes.SVC(16)_C767.4391575557177
sklearn.svm.classes.SVC(16)_cache_size200
sklearn.svm.classes.SVC(16)_class_weightnull
sklearn.svm.classes.SVC(16)_coef00.0
sklearn.svm.classes.SVC(16)_decision_function_shape"ovr"
sklearn.svm.classes.SVC(16)_degree6
sklearn.svm.classes.SVC(16)_gamma"auto"
sklearn.svm.classes.SVC(16)_kernel"poly"
sklearn.svm.classes.SVC(16)_max_iter-1
sklearn.svm.classes.SVC(16)_probabilityfalse
sklearn.svm.classes.SVC(16)_random_state0
sklearn.svm.classes.SVC(16)_shrinkingtrue
sklearn.svm.classes.SVC(16)_tol0.001
sklearn.svm.classes.SVC(16)_verbosefalse

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
0.5082 ± 0.0264
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0317 ± 0.0893
Cross-validation details (10-fold Crossvalidation)
KB relative information score
755.9876 ± 15.1724
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0163 ± 0.0013
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
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9837 ± 0.0013
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1231
Cross-validation details (10-fold Crossvalidation)
Recall
0.9837 ± 0.0013
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4962 ± 0.0303
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
0.1276 ± 0.005
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0001 ± 0.0278
Cross-validation details (10-fold Crossvalidation)