Run
517723

Run 517723

Task 3632 (Supervised Classification) fri_c1_500_50 Uploaded 30-01-2016 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
0.8694
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7392
Cross-validation details (10-fold Crossvalidation)
KB relative information score
369.5637
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.13
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4989
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.87
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10-fold Crossvalidation)
Recall
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2606
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3606
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7219
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
245.533
UserCPU time millis testing
6.196
UserCPU time millis training
239.337