Run
518343

Run 518343

Task 9889 (Supervised Classification) wilt Uploaded 30-01-2016 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
0.9053
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9846
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8458
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3796.0272
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0151
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9845
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9849
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9849
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1476
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1228
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5437
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
279.038
UserCPU time millis testing
2.802
UserCPU time millis training
276.236