Run
522197

Run 522197

Task 2076 (Supervised Classification) kropt Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(6)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(6)_fitFALSE
classif.ksvm(6)_seed1
classif.ksvm(6)_kindMersenne-Twister
classif.ksvm(6)_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
0.8234
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6791
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6464
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18353.496
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0351
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.684
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.684
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3528
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1874
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.84
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
700.364
UserCPU time millis testing
187.162
UserCPU time millis training
513.202