Run
516441

Run 516441

Task 3789 (Supervised Classification) fri_c0_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
0.8577
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.858
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7158
Cross-validation details (10-fold Crossvalidation)
KB relative information score
357.9175
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.142
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8581
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.858
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10-fold Crossvalidation)
Recall
0.858
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2841
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3768
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7538
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
383.628
UserCPU time millis testing
9.162
UserCPU time millis training
374.466