Run
8882319

Run 8882319

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

sklearn.svm.classes.NuSVC(2)Automatically created scikit-learn flow.
sklearn.svm.classes.NuSVC(2)_cache_size200
sklearn.svm.classes.NuSVC(2)_class_weightnull
sklearn.svm.classes.NuSVC(2)_coef00.0
sklearn.svm.classes.NuSVC(2)_decision_function_shape"ovr"
sklearn.svm.classes.NuSVC(2)_degree3
sklearn.svm.classes.NuSVC(2)_gamma7.07
sklearn.svm.classes.NuSVC(2)_kernel"poly"
sklearn.svm.classes.NuSVC(2)_max_iter-1
sklearn.svm.classes.NuSVC(2)_nu0.01
sklearn.svm.classes.NuSVC(2)_probabilityfalse
sklearn.svm.classes.NuSVC(2)_random_state455
sklearn.svm.classes.NuSVC(2)_shrinkingtrue
sklearn.svm.classes.NuSVC(2)_tol0.001
sklearn.svm.classes.NuSVC(2)_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
0.5574 ± 0.0791
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9796 ± 0.004
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2032 ± 0.2204
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1044.3823 ± 45.5808
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0147 ± 0.0029
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
0.9856 ± 0.0024
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9853 ± 0.0029
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1231
Cross-validation details (10-fold Crossvalidation)
Recall
0.9853 ± 0.0029
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4466 ± 0.0831
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
0.121 ± 0.0128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9488 ± 0.0921
Cross-validation details (10-fold Crossvalidation)