Run
522266

Run 522266

Task 3816 (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
0.9531
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9527
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9053
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2887.3792
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0473
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4993
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.953
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9527
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.999
Cross-validation details (10-fold Crossvalidation)
Recall
0.9527
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0948
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2176
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4354
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
21.31
UserCPU time millis testing
1.231
UserCPU time millis training
20.079