Run
538786

Run 538786

Task 3743 (Supervised Classification) fri_c2_500_25 Uploaded 22-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees2997
classif.gbm(7)_interaction.depth4
classif.gbm(7)_shrinkage0.0382
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
0.8718
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8848
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7567
Cross-validation details (10-fold Crossvalidation)
KB relative information score
377.8571
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.114
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4768
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8864
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.886
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9664
Cross-validation details (10-fold Crossvalidation)
Recall
0.886
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2391
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4882
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6916
Cross-validation details (10-fold Crossvalidation)