Run
543076

Run 543076

Task 3695 (Supervised Classification) fri_c2_250_10 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.trees9768
classif.gbm(7)_interaction.depth4
classif.gbm(7)_shrinkage0.0254
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
0.8964
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9147
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8138
Cross-validation details (10-fold Crossvalidation)
KB relative information score
202.9943
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.084
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4633
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9174
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.916
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9468
Cross-validation details (10-fold Crossvalidation)
Recall
0.916
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1813
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4812
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2898
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6024
Cross-validation details (10-fold Crossvalidation)