Run
542686

Run 542686

Task 3798 (Supervised Classification) fri_c1_250_10 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.trees2414
classif.gbm(6)_interaction.depth5
classif.gbm(6)_shrinkage0.00262
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
0.9052
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9079
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8128
Cross-validation details (10-fold Crossvalidation)
KB relative information score
203.0037
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.092
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.908
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10-fold Crossvalidation)
Recall
0.908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1867
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3033
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.611
Cross-validation details (10-fold Crossvalidation)