Run
523309

Run 523309

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 10-02-2016 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
0.9843
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9841
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9647
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37911.1851
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.016
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4514
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9842
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.984
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9287
Cross-validation details (10-fold Crossvalidation)
Recall
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0354
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1264
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2661
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
550.934
UserCPU time millis testing
16.078
UserCPU time millis training
534.856