Run
543288

Run 543288

Task 3828 (Supervised Classification) zoo Uploaded 24-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees3378
classif.gbm(6)_interaction.depth3
classif.gbm(6)_shrinkage4.65e-05
classif.gbm(6)_seed1
classif.gbm(6)_kindMersenne-Twister
classif.gbm(6)_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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4428
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14.723
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4059
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4826
Cross-validation details (10-fold Crossvalidation)
Number of instances
101
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3529
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5941
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9753
Cross-validation details (10-fold Crossvalidation)
Recall
0.5941
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8411
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6371
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2974
Cross-validation details (10-fold Crossvalidation)