Run
542778

Run 542778

Task 3733 (Supervised Classification) fri_c2_500_10 Uploaded 23-03-2016 by Random Bot
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Flow

classif.boosting(8)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(8)_minsplit54
classif.boosting(8)_cp0.0574
classif.boosting(8)_maxdepth8
classif.boosting(8)_xval0
classif.boosting(8)_seed1
classif.boosting(8)_kindMersenne-Twister
classif.boosting(8)_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
0.9201
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9201
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8372
Cross-validation details (10-fold Crossvalidation)
KB relative information score
417.5125
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.08
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4897
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9205
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.92
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9851
Cross-validation details (10-fold Crossvalidation)
Recall
0.92
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1634
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2828
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5716
Cross-validation details (10-fold Crossvalidation)