Run
513998

Run 513998

Task 9971 (Supervised Classification) ilpd Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(4)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(4)_fitFALSE
classif.ksvm(4)_seed1
classif.ksvm(4)_kindMersenne-Twister
classif.ksvm(4)_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
0.5077
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6108
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0211
Cross-validation details (10-fold Crossvalidation)
KB relative information score
129.9988
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2933
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6229
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7067
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7067
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.717
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5416
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1979
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.648
UserCPU time millis testing
0.089
UserCPU time millis training
0.559