Run
543329

Run 543329

Task 3776 (Supervised Classification) fri_c2_1000_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.trees6770
classif.gbm(6)_interaction.depth2
classif.gbm(6)_shrinkage0.025
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
0.9197
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9238
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8433
Cross-validation details (10-fold Crossvalidation)
KB relative information score
842.1786
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.076
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4872
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.924
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.924
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9815
Cross-validation details (10-fold Crossvalidation)
Recall
0.924
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.156
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2757
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5586
Cross-validation details (10-fold Crossvalidation)