Run
518455

Run 518455

Task 3716 (Supervised Classification) tecator Uploaded 30-01-2016 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
0.9403
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9417
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8806
Cross-validation details (10-fold Crossvalidation)
KB relative information score
211.0193
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0583
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4888
Cross-validation details (10-fold Crossvalidation)
Number of instances
240
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9417
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9417
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.984
Cross-validation details (10-fold Crossvalidation)
Recall
0.9417
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1193
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2415
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
267.07
UserCPU time millis testing
13.802
UserCPU time millis training
253.268