Run
510978

Run 510978

Task 3763 (Supervised Classification) chscase_census6 Uploaded 27-01-2016 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
0.497
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5158
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0061
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.6479
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4775
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4848
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5123
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5225
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.978
Cross-validation details (10-fold Crossvalidation)
Recall
0.5225
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.985
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.691
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4037
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
357.349
UserCPU time millis testing
4.186
UserCPU time millis training
353.163