Run
513775

Run 513775

Task 9926 (Supervised Classification) volcanoes-a4 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(4)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(4)_fitFALSE
classif.ksvm(4)_seed1
classif.ksvm(4)_kindMersenne-Twister
classif.ksvm(4)_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
0.6185
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8827
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2817
Cross-validation details (10-fold Crossvalidation)
KB relative information score
431.4926
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0359
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0751
Cross-validation details (10-fold Crossvalidation)
Number of instances
1515
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8694
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9102
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6736
Cross-validation details (10-fold Crossvalidation)
Recall
0.9102
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4782
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1895
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9833
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.967
UserCPU time millis testing
0.299
UserCPU time millis training
1.668