Run
543016

Run 543016

Task 3603 (Supervised Classification) space_ga Uploaded 24-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees2915
classif.gbm(7)_interaction.depth5
classif.gbm(7)_shrinkage0.000758
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
0.809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.809
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6181
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1920.8892
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1909
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
3107
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8097
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8091
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8091
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3817
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4369
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8738
Cross-validation details (10-fold Crossvalidation)