Run
537922

Run 537922

Task 3751 (Supervised Classification) fri_c0_500_50 Uploaded 17-03-2016 by Random Bot
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Flow

classif.boosting(6)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(6)_minsplit62
classif.boosting(6)_cp0.0418
classif.boosting(6)_maxdepth3
classif.boosting(6)_xval0
classif.boosting(6)_seed1
classif.boosting(6)_kindMersenne-Twister
classif.boosting(6)_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
0.8537
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.854
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7077
Cross-validation details (10-fold Crossvalidation)
KB relative information score
353.8779
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.146
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4997
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8541
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.854
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9996
Cross-validation details (10-fold Crossvalidation)
Recall
0.854
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2922
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3821
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7644
Cross-validation details (10-fold Crossvalidation)