Run
539312

Run 539312

Task 3679 (Supervised Classification) chscase_vine2 Uploaded 22-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees7453
classif.gbm(6)_interaction.depth4
classif.gbm(6)_shrinkage4.15e-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
0.7705
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7768
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5491
Cross-validation details (10-fold Crossvalidation)
KB relative information score
259.3455
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2201
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Number of instances
468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7799
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9937
Cross-validation details (10-fold Crossvalidation)
Recall
0.7799
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4441
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4691
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9424
Cross-validation details (10-fold Crossvalidation)