Run
542695

Run 542695

Task 3640 (Supervised Classification) disclosure_x_bias Uploaded 23-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees8294
classif.gbm(6)_interaction.depth3
classif.gbm(6)_shrinkage0.00243
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
0.5255
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5266
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0511
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34.3859
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4728
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4991
Cross-validation details (10-fold Crossvalidation)
Number of instances
662
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5264
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5272
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9987
Cross-validation details (10-fold Crossvalidation)
Recall
0.5272
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9473
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6876
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3765
Cross-validation details (10-fold Crossvalidation)