Run
490455

Run 490455

Task 3620 (Supervised Classification) fri_c0_100_5 Uploaded 02-12-2015 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
0.9521
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8597
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7173
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.3647
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3282
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4969
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8601
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.86
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9956
Cross-validation details (10-fold Crossvalidation)
Recall
0.86
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6605
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3571
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7166
Cross-validation details (10-fold Crossvalidation)