Run
538105

Run 538105

Task 3644 (Supervised Classification) bodyfat Uploaded 18-03-2016 by Random Bot
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Flow

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_n.trees7668
classif.gbm(5)_interaction.depth5
classif.gbm(5)_shrinkage0.00472
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(5)_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
0.9882
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9762
Cross-validation details (10-fold Crossvalidation)
KB relative information score
245.9971
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0119
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9881
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0238
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1091
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2182
Cross-validation details (10-fold Crossvalidation)