Run
516813

Run 516813

Task 23 (Supervised Classification) cmc Uploaded 29-01-2016 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
0.6639
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5654
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3241
Cross-validation details (10-fold Crossvalidation)
KB relative information score
551.6688
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2888
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5737
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5669
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6702
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5374
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1578
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
366.653
UserCPU time millis testing
9.071
UserCPU time millis training
357.582