Run
538393

Run 538393

Task 3635 (Supervised Classification) fri_c1_250_50 Uploaded 18-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees6699
classif.gbm(6)_interaction.depth3
classif.gbm(6)_shrinkage0.000209
classif.gbm(6)_seed1
classif.gbm(6)_kindMersenne-Twister
classif.gbm(6)_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
0.8625
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8672
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7313
Cross-validation details (10-fold Crossvalidation)
KB relative information score
183.1016
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.132
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4954
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.868
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9934
Cross-validation details (10-fold Crossvalidation)
Recall
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2664
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.73
Cross-validation details (10-fold Crossvalidation)