Run
495968

Run 495968

Task 3614 (Supervised Classification) analcatdata_wildcat 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
0.8487
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7815
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4597
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17.0822
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3684
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4115
Cross-validation details (10-fold Crossvalidation)
Number of instances
163
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7794
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7853
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8699
Cross-validation details (10-fold Crossvalidation)
Recall
0.7853
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8953
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.453
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3976
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8777
Cross-validation details (10-fold Crossvalidation)