Run
512767

Run 512767

Task 9918 (Supervised Classification) volcanoes-e4 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
0.5034
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8721
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0062
Cross-validation details (10-fold Crossvalidation)
KB relative information score
240.2418
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0351
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.066
Cross-validation details (10-fold Crossvalidation)
Number of instances
1252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8355
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9121
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9121
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5322
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1803
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1875
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0396
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.574
UserCPU time millis testing
0.249
UserCPU time millis training
1.325