Run
485976

Run 485976

Task 9948 (Supervised Classification) heart-switzerland Uploaded 01-12-2015 by Rafael Gomes Mantovani
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Flow

classif.boosting(2)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(2)_xval0
classif.boosting(2)_seed1
classif.boosting(2)_kindMersenne-Twister
classif.boosting(2)_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.

17 Evaluation measures

Area under ROC curve
0.6199
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4032
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1604
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.216
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2536
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3827
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4309
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.4309
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.883
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3897
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0307
Cross-validation details (10-fold Crossvalidation)