Run
538615

Run 538615

Task 3689 (Supervised Classification) fri_c1_500_10 Uploaded 21-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees6146
classif.gbm(7)_shrinkage0.000141
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
0.7504
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7536
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5021
Cross-validation details (10-fold Crossvalidation)
KB relative information score
250.697
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.246
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4954
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7535
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.754
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9934
Cross-validation details (10-fold Crossvalidation)
Recall
0.754
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4966
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.496
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9966
Cross-validation details (10-fold Crossvalidation)