Run
543062

Run 543062

Task 9947 (Supervised Classification) heart-long-beach Uploaded 24-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees8390
classif.gbm(7)_interaction.depth3
classif.gbm(7)_shrinkage0.000105
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
0.5638
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3327
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1289
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.9811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.262
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3075
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3277
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.345
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1831
Cross-validation details (10-fold Crossvalidation)
Recall
0.345
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8521
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3919
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5119
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3061
Cross-validation details (10-fold Crossvalidation)