Run
538826

Run 538826

Task 3661 (Supervised Classification) cpu Uploaded 22-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost0.00981
classif.svm(9)_kernelsigmoid
classif.svm(9)_degree5
classif.svm(9)_coef00.822
classif.svm(9)_gamma1.81e+04
classif.svm(9)_seed1
classif.svm(9)_kindMersenne-Twister
classif.svm(9)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.5377
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6807
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1086
Cross-validation details (10-fold Crossvalidation)
KB relative information score
65.1991
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2345
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3797
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8216
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8205
Cross-validation details (10-fold Crossvalidation)
Recall
0.7656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6174
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4351
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4842
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1129
Cross-validation details (10-fold Crossvalidation)