Run
516349

Run 516349

Task 3743 (Supervised Classification) fri_c2_500_25 Uploaded 29-01-2016 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
0.8667
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8806
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7476
Cross-validation details (10-fold Crossvalidation)
KB relative information score
373.5764
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.118
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4768
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8826
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.882
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9664
Cross-validation details (10-fold Crossvalidation)
Recall
0.882
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2475
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4882
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3435
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7036
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
368.458
UserCPU time millis testing
6.936
UserCPU time millis training
361.522