Run
523768

Run 523768

Task 2146 (Supervised Classification) BNG(cmc) Uploaded 11-02-2016 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
0.6435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5386
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2853
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18778.4271
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3051
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5448
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5423
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10-fold Crossvalidation)
Recall
0.5423
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7084
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5524
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1903
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1287.012
UserCPU time millis testing
17.658
UserCPU time millis training
1269.354