Run
522480

Run 522480

Task 3896 (Supervised Classification) ada_agnostic Uploaded 08-02-2016 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
0.7253
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8211
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4997
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2260.4657
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1683
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8225
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4511
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4103
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9499
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
16.873
UserCPU time millis testing
1.582
UserCPU time millis training
15.291