Run
522670

Run 522670

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 09-02-2016 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
0.683
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6315
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3663
Cross-validation details (10-fold Crossvalidation)
KB relative information score
933.2527
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2277
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6068
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6584
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.6584
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6002
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4772
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0957
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
441.405
UserCPU time millis testing
29.528
UserCPU time millis training
411.877