Run
496266

Run 496266

Task 3753 (Supervised Classification) cloud 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
0.9342
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8986
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7579
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.7423
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3437
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4185
Cross-validation details (10-fold Crossvalidation)
Number of instances
108
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8813
Cross-validation details (10-fold Crossvalidation)
Recall
0.8981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8211
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4566
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3626
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.794
Cross-validation details (10-fold Crossvalidation)