Run
538413

Run 538413

Task 9991 (Supervised Classification) wholesale-customers Uploaded 18-03-2016 by Random Bot
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Flow

classif.boosting(7)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(7)_minsplit51
classif.boosting(7)_cp0.0768
classif.boosting(7)_maxdepth6
classif.boosting(7)_xval0
classif.boosting(7)_seed1
classif.boosting(7)_kindMersenne-Twister
classif.boosting(7)_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
0.5159
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0773
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0315
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-327.9216
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.547
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2958
Cross-validation details (10-fold Crossvalidation)
Number of instances
440
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.0494
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1795
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1341
Cross-validation details (10-fold Crossvalidation)
Recall
0.1795
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.8491
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3839
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7396
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.9264
Cross-validation details (10-fold Crossvalidation)