Run
542518

Run 542518

Task 3588 (Supervised Classification) pol 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.trees4433
classif.gbm(7)_interaction.depth4
classif.gbm(7)_shrinkage0.00845
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
0.9819
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.985
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9663
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14470.9952
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.015
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4463
Cross-validation details (10-fold Crossvalidation)
Number of instances
15000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.985
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.985
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.921
Cross-validation details (10-fold Crossvalidation)
Recall
0.985
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1225
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2593
Cross-validation details (10-fold Crossvalidation)