Run
542871

Run 542871

Task 3627 (Supervised Classification) cpu_act Uploaded 23-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees2133
classif.gbm(6)_interaction.depth2
classif.gbm(6)_shrinkage0.00456
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
0.9106
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9301
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8332
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6749.3687
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0693
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9301
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9307
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.9307
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1643
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5733
Cross-validation details (10-fold Crossvalidation)