Run
517769

Run 517769

Task 3670 (Supervised Classification) fri_c4_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
0.8674
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7351
Cross-validation details (10-fold Crossvalidation)
KB relative information score
367.3966
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.132
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4984
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.868
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9978
Cross-validation details (10-fold Crossvalidation)
Recall
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2648
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7278
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
247.265
UserCPU time millis testing
6.265
UserCPU time millis training
241