Run
543295

Run 543295

Task 3905 (Supervised Classification) mc2 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.trees3891
classif.gbm(6)_interaction.depth4
classif.gbm(6)_shrinkage0.00046
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
0.6171
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6919
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2727
Cross-validation details (10-fold Crossvalidation)
KB relative information score
54.7813
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2733
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4381
Cross-validation details (10-fold Crossvalidation)
Number of instances
161
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7144
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7267
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9099
Cross-validation details (10-fold Crossvalidation)
Recall
0.7267
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6238
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4676
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5228
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1179
Cross-validation details (10-fold Crossvalidation)