Run
519444

Run 519444

Task 9928 (Supervised Classification) volcanoes-b2 Uploaded 04-02-2016 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
0.639
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.958
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3337
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2800.0298
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0128
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0281
Cross-validation details (10-fold Crossvalidation)
Number of instances
10668
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.949
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9679
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2849
Cross-validation details (10-fold Crossvalidation)
Recall
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4556
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1183
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9569
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
24.253
UserCPU time millis testing
2.674
UserCPU time millis training
21.579