Run
523746

Run 523746

Task 145 (Supervised Classification) BNG(cmc,nominal,55296) 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
0.5796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4368
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1646
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13359.0417
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3528
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4309
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4542
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4709
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5394
Cross-validation details (10-fold Crossvalidation)
Recall
0.4709
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8187
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4642
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5939
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2796
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
849.454
UserCPU time millis testing
21.671
UserCPU time millis training
827.783