Run
543197

Run 543197

Task 3795 (Supervised Classification) fri_c4_100_50 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.trees4685
classif.gbm(7)_interaction.depth4
classif.gbm(7)_shrinkage0.00238
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
0.6047
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6137
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2136
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.4194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.38
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6154
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.62
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.99
Cross-validation details (10-fold Crossvalidation)
Recall
0.62
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7709
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2419
Cross-validation details (10-fold Crossvalidation)