Run
519612

Run 519612

Task 36 (Supervised Classification) segment Uploaded 05-02-2016 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
0.9667
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9425
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9333
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2167.5433
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0163
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9429
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0667
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1278
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3651
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.019
UserCPU time millis testing
0.489
UserCPU time millis training
2.53