Run
543303

Run 543303

Task 3806 (Supervised Classification) fri_c0_500_10 Uploaded 24-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees6199
classif.gbm(6)_interaction.depth4
classif.gbm(6)_shrinkage8.48e-05
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
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8331
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6662
Cross-validation details (10-fold Crossvalidation)
KB relative information score
333.688
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.166
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.834
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.834
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3324
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8154
Cross-validation details (10-fold Crossvalidation)