Run
538637

Run 538637

Task 3913 (Supervised Classification) kc2 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.trees704
classif.gbm(7)_shrinkage0.0064
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
0.6907
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8262
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4358
Cross-validation details (10-fold Crossvalidation)
KB relative information score
221.5658
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1609
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3266
Cross-validation details (10-fold Crossvalidation)
Number of instances
522
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8249
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8391
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.734
Cross-validation details (10-fold Crossvalidation)
Recall
0.8391
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4927
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4011
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9937
Cross-validation details (10-fold Crossvalidation)