Run
513165

Run 513165

Task 3689 (Supervised Classification) fri_c1_500_10 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
0.9148
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.916
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8303
Cross-validation details (10-fold Crossvalidation)
KB relative information score
414.8546
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.084
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4954
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.916
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.916
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9934
Cross-validation details (10-fold Crossvalidation)
Recall
0.916
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1696
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2898
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5823
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
399.264
UserCPU time millis testing
6.172
UserCPU time millis training
393.092