Run
521256

Run 521256

Task 9933 (Supervised Classification) volcanoes-c1 Uploaded 06-02-2016 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
0.5919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9667
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2175
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5890.5772
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0097
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0201
Cross-validation details (10-fold Crossvalidation)
Number of instances
28626
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9757
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2176
Cross-validation details (10-fold Crossvalidation)
Recall
0.9757
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4838
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1002
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0987
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9849
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
247.431
UserCPU time millis testing
10.563
UserCPU time millis training
236.868