Run
516841

Run 516841

Task 3846 (Supervised Classification) cmc 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
0.686
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6986
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3808
Cross-validation details (10-fold Crossvalidation)
KB relative information score
573.5959
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.296
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4894
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.704
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9846
Cross-validation details (10-fold Crossvalidation)
Recall
0.704
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6049
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4946
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5441
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0999
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
357.009
UserCPU time millis testing
8.906
UserCPU time millis training
348.103