Run
542447

Run 542447

Task 9973 (Supervised Classification) leaf Uploaded 23-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees1582
classif.gbm(7)_interaction.depth4
classif.gbm(7)_shrinkage0.0249
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
0.8447
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.699
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6893
Cross-validation details (10-fold Crossvalidation)
KB relative information score
236.1618
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.02
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0644
Cross-validation details (10-fold Crossvalidation)
Number of instances
340
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7131
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8945
Cross-validation details (10-fold Crossvalidation)
Recall
0.7
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3105
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1794
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1414
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7881
Cross-validation details (10-fold Crossvalidation)