Run
538824

Run 538824

Task 3781 (Supervised Classification) fri_c4_250_50 Uploaded 22-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees5839
classif.gbm(7)_interaction.depth4
classif.gbm(7)_shrinkage0.0171
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
0.8072
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.811
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6189
Cross-validation details (10-fold Crossvalidation)
KB relative information score
155.1218
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.188
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4968
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8131
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.812
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9955
Cross-validation details (10-fold Crossvalidation)
Recall
0.812
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3784
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.87
Cross-validation details (10-fold Crossvalidation)