Run
515006

Run 515006

Task 7556 (Supervised Classification) MegaWatt1 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(4)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(4)_xval0
classif.boosting(4)_seed1
classif.boosting(4)_kindMersenne-Twister
classif.boosting(4)_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.

20 Evaluation measures

Area under ROC curve
0.5824
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8551
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1894
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19.8459
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1344
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1931
Cross-validation details (10-fold Crossvalidation)
Number of instances
253
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8468
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4993
Cross-validation details (10-fold Crossvalidation)
Recall
0.8656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.696
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3088
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3666
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1872
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
353.168
UserCPU time millis testing
9.164
UserCPU time millis training
344.004