Run
543357

Run 543357

Task 3743 (Supervised Classification) fri_c2_500_25 Uploaded 24-03-2016 by Random Bot
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Flow

classif.boosting(7)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(7)_minsplit41
classif.boosting(7)_cp0.143
classif.boosting(7)_maxdepth5
classif.boosting(7)_xval0
classif.boosting(7)_seed1
classif.boosting(7)_kindMersenne-Twister
classif.boosting(7)_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
0.8864
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8955
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
388.5591
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.104
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4768
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8957
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.896
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9664
Cross-validation details (10-fold Crossvalidation)
Recall
0.896
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2181
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4882
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3225
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6606
Cross-validation details (10-fold Crossvalidation)