Run
542830

Run 542830

Task 9991 (Supervised Classification) wholesale-customers Uploaded 23-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees9596
classif.gbm(7)_interaction.depth3
classif.gbm(7)_shrinkage7.31e-05
classif.gbm(7)_seed1
classif.gbm(7)_kindMersenne-Twister
classif.gbm(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
0.506
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0708
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0122
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-343.691
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5561
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
0.0453
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1659
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1341
Cross-validation details (10-fold Crossvalidation)
Recall
0.1659
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.8799
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3839
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7457
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.9423
Cross-validation details (10-fold Crossvalidation)