Run
510187

Run 510187

Task 3640 (Supervised Classification) disclosure_x_bias Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(5)_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.

20 Evaluation measures

Area under ROC curve
0.5289
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5283
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0582
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.4065
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4668
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4991
Cross-validation details (10-fold Crossvalidation)
Number of instances
662
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5308
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5332
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9987
Cross-validation details (10-fold Crossvalidation)
Recall
0.5332
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9352
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6832
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3676
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.837
UserCPU time millis testing
0.055
UserCPU time millis training
0.782