Run
520256

Run 520256

Task 3903 (Supervised Classification) pc3 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
0.5079
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8525
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0276
Cross-validation details (10-fold Crossvalidation)
KB relative information score
400.0477
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.103
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Number of instances
1563
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8509
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.897
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.897
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5593
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3209
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0588
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.269
UserCPU time millis testing
0.398
UserCPU time millis training
2.871