Run
538674

Run 538674

Task 9902 (Supervised Classification) autoUniv-au6-1000 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.trees3744
classif.gbm(7)_interaction.depth3
classif.gbm(7)_shrinkage8.02e-05
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
0.5419
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0902
Cross-validation details (10-fold Crossvalidation)
KB relative information score
186.4007
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.178
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2147
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1941
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.288
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9228
Cross-validation details (10-fold Crossvalidation)
Recall
0.288
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3277
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4219
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2876
Cross-validation details (10-fold Crossvalidation)