Run
518355

Run 518355

Task 9889 (Supervised Classification) wilt Uploaded 30-01-2016 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
0.8493
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9801
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7931
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3555.9658
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0186
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9814
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9814
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.182
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1364
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6037
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.968
UserCPU time millis testing
0.262
UserCPU time millis training
1.706