Run
537896

Run 537896

Task 3860 (Supervised Classification) balance-scale Uploaded 17-03-2016 by Random Bot
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Flow

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_n.trees4919
classif.gbm(5)_interaction.depth5
classif.gbm(5)_shrinkage0.000147
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
0.8911
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8975
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7941
Cross-validation details (10-fold Crossvalidation)
KB relative information score
497.8649
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1008
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4969
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9129
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8992
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9956
Cross-validation details (10-fold Crossvalidation)
Recall
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2028
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4985
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3175
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6369
Cross-validation details (10-fold Crossvalidation)
Total cost