Run
513062

Run 513062

Task 9917 (Supervised Classification) volcanoes-e3 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(4)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(4)_xval0
classif.boosting(4)_seed1
classif.boosting(4)_kindMersenne-Twister
classif.boosting(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
0.582
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8828
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1677
Cross-validation details (10-fold Crossvalidation)
KB relative information score
166.7117
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0395
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0643
Cross-validation details (10-fold Crossvalidation)
Number of instances
1277
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9013
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5778
Cross-validation details (10-fold Crossvalidation)
Recall
0.9013
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6141
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1779
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1987
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.117
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
375.523
UserCPU time millis testing
4.983
UserCPU time millis training
370.54