Run
495416

Run 495416

Task 9897 (Supervised Classification) breast-tissue Uploaded 03-12-2015 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
0.8119
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.644
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4701
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34.4449
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2766
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6514
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6509
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.6509
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.361
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8713
Cross-validation details (10-fold Crossvalidation)