Run
538491

Run 538491

Task 3765 (Supervised Classification) sleuth_case2002 Uploaded 21-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees634
classif.gbm(7)_interaction.depth2
classif.gbm(7)_shrinkage0.000302
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
0.5627
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5624
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1272
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20.3237
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4286
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4982
Cross-validation details (10-fold Crossvalidation)
Number of instances
147
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.569
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5714
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9974
Cross-validation details (10-fold Crossvalidation)
Recall
0.5714
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8603
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6547
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3118
Cross-validation details (10-fold Crossvalidation)