Run
541030

Run 541030

Task 3884 (Supervised Classification) page-blocks Uploaded 23-03-2016 by Random Bot
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Flow

classif.boosting(7)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(7)_minsplit37
classif.boosting(7)_cp0.0389
classif.boosting(7)_maxdepth19
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
0.9103
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9708
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8393
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4326.8482
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0289
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1838
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9706
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9711
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4768
Cross-validation details (10-fold Crossvalidation)
Recall
0.9711
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1571
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1699
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5606
Cross-validation details (10-fold Crossvalidation)