Run
538756

Run 538756

Task 3894 (Supervised Classification) gina_prior2 Uploaded 22-03-2016 by Random Bot
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees5360
classif.gbm(7)_interaction.depth2
classif.gbm(7)_shrinkage0.00208
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
0.9355
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8708
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3043.2415
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0232
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1799
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8842
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8838
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3188
Cross-validation details (10-fold Crossvalidation)
Recall
0.8838
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1292
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1525
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5083
Cross-validation details (10-fold Crossvalidation)