Run
515706

Run 515706

Task 21 (Supervised Classification) car Uploaded 28-01-2016 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
0.9963
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9948
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9886
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1700.0584
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0026
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9948
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9948
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9948
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0114
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.051
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1509
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
378.68
UserCPU time millis testing
9.021
UserCPU time millis training
369.659