Run
517377

Run 517377

Task 3603 (Supervised Classification) space_ga 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
0.8452
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8452
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6903
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2144.9101
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1548
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
3107
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8452
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8452
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8452
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3096
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3935
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7869
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
395.095
UserCPU time millis testing
5.731
UserCPU time millis training
389.364