Run
512442

Run 512442

Task 9894 (Supervised Classification) heart-h 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
0.7021
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6455
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3634
Cross-validation details (10-fold Crossvalidation)
KB relative information score
101.756
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1265
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2239
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6243
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6837
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6837
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.565
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3557
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0669
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
373.885
UserCPU time millis testing
6.689
UserCPU time millis training
367.196