Run
537612

Run 537612

Task 7559 (Supervised Classification) PizzaCutter3 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.trees4
classif.gbm(5)_interaction.depth6
classif.gbm(5)_shrinkage0.659
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
0.6123
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8505
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2567
Cross-validation details (10-fold Crossvalidation)
KB relative information score
169.2795
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.139
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2144
Cross-validation details (10-fold Crossvalidation)
Number of instances
1043
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8431
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.861
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5365
Cross-validation details (10-fold Crossvalidation)
Recall
0.861
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6484
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.327
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3729
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1402
Cross-validation details (10-fold Crossvalidation)