Run
520429

Run 520429

Task 3884 (Supervised Classification) page-blocks 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
0.9032
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9706
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8369
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4326.8482
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0289
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1838
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9704
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9711
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4768
Cross-validation details (10-fold Crossvalidation)
Recall
0.9711
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1571
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1699
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5606
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.718
UserCPU time millis testing
0.875
UserCPU time millis training
4.843