Run
520877

Run 520877

Task 3899 (Supervised Classification) mozilla4 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
0.8702
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8796
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7293
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11045.5843
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1213
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4412
Cross-validation details (10-fold Crossvalidation)
Number of instances
15545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8812
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8787
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.8787
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2748
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3482
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7414
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
67.752
UserCPU time millis testing
8.402
UserCPU time millis training
59.35