Run
495633

Run 495633

Task 47 (Supervised Classification) tae Uploaded 03-12-2015 by Rafael Gomes Mantovani
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Flow

classif.boosting(2)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(2)_xval0
classif.boosting(2)_seed1
classif.boosting(2)_kindMersenne-Twister
classif.boosting(2)_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.

17 Evaluation measures

Area under ROC curve
0.721
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5262
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2944
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40.5857
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3622
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.526
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5298
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.5298
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8151
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4446
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9433
Cross-validation details (10-fold Crossvalidation)