Run
522212

Run 522212

Task 9972 (Supervised Classification) kr-vs-k Uploaded 08-02-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(6)Learner classif.boosting from package(s) adabag, rpart.
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.

20 Evaluation measures

Area under ROC curve
0.5823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1908
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1654
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5754.2736
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0804
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1611
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2761
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.2761
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8083
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2836
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2715
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
437.025
UserCPU time millis testing
12.67
UserCPU time millis training
424.355