Run
537607

Run 537607

Task 3804 (Supervised Classification) lowbwt Uploaded 17-03-2016 by Random Bot
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Flow

classif.gbm(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_n.trees2
classif.gbm(5)_interaction.depth5
classif.gbm(5)_shrinkage0.437
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(5)_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
0.8086
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8109
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6244
Cross-validation details (10-fold Crossvalidation)
KB relative information score
118.7688
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1852
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4989
Cross-validation details (10-fold Crossvalidation)
Number of instances
189
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8328
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8148
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10-fold Crossvalidation)
Recall
0.8148
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3712
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4303
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8616
Cross-validation details (10-fold Crossvalidation)