Run
519306

Run 519306

Task 9930 (Supervised Classification) volcanoes-b4 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
0.6267
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3077
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2596.1271
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0137
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0296
Cross-validation details (10-fold Crossvalidation)
Number of instances
10190
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9452
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2971
Cross-validation details (10-fold Crossvalidation)
Recall
0.9658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4618
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1213
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1169
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9634
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22.01
UserCPU time millis testing
2.485
UserCPU time millis training
19.525