Run
522241

Run 522241

Task 45 (Supervised Classification) splice 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
0.9663
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9556
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9279
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2974.147
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0297
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4101
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9559
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9555
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4804
Cross-validation details (10-fold Crossvalidation)
Recall
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0724
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4528
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1723
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3805
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
23.576
UserCPU time millis testing
1.255
UserCPU time millis training
22.321