Run
542739

Run 542739

Task 3796 (Supervised Classification) fri_c4_250_25 Uploaded 23-03-2016 by Random Bot
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Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees5026
classif.gbm(7)_interaction.depth5
classif.gbm(7)_shrinkage0.000237
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
0.838
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8399
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.677
Cross-validation details (10-fold Crossvalidation)
KB relative information score
169.0911
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.16
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4962
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8399
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.84
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9945
Cross-validation details (10-fold Crossvalidation)
Recall
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3225
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8031
Cross-validation details (10-fold Crossvalidation)