Run
2088453

Run 2088453

Task 14970 (Supervised Classification) har Uploaded 28-04-2017 by Jeroen van Hoof
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Flow

sklearn.svm.classes.SVC(5)Automatically created sub-component.
sklearn.svm.classes.SVC(5)_C16.0
sklearn.svm.classes.SVC(5)_cache_size200
sklearn.svm.classes.SVC(5)_class_weightNone
sklearn.svm.classes.SVC(5)_coef00.0
sklearn.svm.classes.SVC(5)_decision_function_shapeNone
sklearn.svm.classes.SVC(5)_degree3
sklearn.svm.classes.SVC(5)_gamma0.0078125
sklearn.svm.classes.SVC(5)_kernelpoly
sklearn.svm.classes.SVC(5)_max_iter-1
sklearn.svm.classes.SVC(5)_probabilityTrue
sklearn.svm.classes.SVC(5)_random_state3
sklearn.svm.classes.SVC(5)_shrinkingTrue
sklearn.svm.classes.SVC(5)_tol0.001
sklearn.svm.classes.SVC(5)_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
0.9997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9908
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9889
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10159.0575
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0058
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2771
Cross-validation details (10-fold Crossvalidation)
Number of instances
10299
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9908
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5759
Cross-validation details (10-fold Crossvalidation)
Recall
0.9908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.021
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3722
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0484
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1301
Cross-validation details (10-fold Crossvalidation)