Run
516994

Run 516994

Task 10091 (Supervised Classification) banana 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
0.8954
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8979
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7933
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4203.1344
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1019
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4947
Cross-validation details (10-fold Crossvalidation)
Number of instances
5300
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8982
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9923
Cross-validation details (10-fold Crossvalidation)
Recall
0.8981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.206
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3192
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6418
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
382.546
UserCPU time millis testing
3.84
UserCPU time millis training
378.706