Run
511006

Run 511006

Task 9947 (Supervised Classification) heart-long-beach Uploaded 27-01-2016 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
0.5387
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2936
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0786
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33.3109
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.278
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3075
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2884
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.305
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1831
Cross-validation details (10-fold Crossvalidation)
Recall
0.305
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9041
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3919
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5273
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3454
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
383.664
UserCPU time millis testing
6.682
UserCPU time millis training
376.982