Run
513504

Run 513504

Task 3554 (Supervised Classification) backache 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
0.5774
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8267
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.198
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.6219
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.15
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2421
Cross-validation details (10-fold Crossvalidation)
Number of instances
180
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8165
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.85
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5917
Cross-validation details (10-fold Crossvalidation)
Recall
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6197
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3459
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3873
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1198
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
472.695
UserCPU time millis testing
32.113
UserCPU time millis training
440.582