Run
514082

Run 514082

Task 9924 (Supervised Classification) volcanoes-a2 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
0.6557
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8915
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3185
Cross-validation details (10-fold Crossvalidation)
KB relative information score
452.5095
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0343
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0713
Cross-validation details (10-fold Crossvalidation)
Number of instances
1623
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8819
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9144
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6454
Cross-validation details (10-fold Crossvalidation)
Recall
0.9144
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4806
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1878
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1851
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9857
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.98
UserCPU time millis testing
0.335
UserCPU time millis training
1.645