Run
513827

Run 513827

Task 9925 (Supervised Classification) volcanoes-a3 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
0.708
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8884
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.368
Cross-validation details (10-fold Crossvalidation)
KB relative information score
401.6137
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0389
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0757
Cross-validation details (10-fold Crossvalidation)
Number of instances
1521
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8779
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9027
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6785
Cross-validation details (10-fold Crossvalidation)
Recall
0.9027
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.514
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1973
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0193
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
393.039
UserCPU time millis testing
5.54
UserCPU time millis training
387.499