Run
511166

Run 511166

Task 3657 (Supervised Classification) fri_c2_500_5 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
0.9137
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9179
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8293
Cross-validation details (10-fold Crossvalidation)
KB relative information score
413.3905
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.082
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4816
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9179
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.918
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9735
Cross-validation details (10-fold Crossvalidation)
Recall
0.918
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1703
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4907
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2864
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5836
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
361.316
UserCPU time millis testing
4.865
UserCPU time millis training
356.451