Run
543098

Run 543098

Task 3763 (Supervised Classification) chscase_census6 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.trees9822
classif.gbm(7)_interaction.depth2
classif.gbm(7)_shrinkage0.00948
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
0.517
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5342
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0344
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13.1902
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4625
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4848
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5321
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5375
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.978
Cross-validation details (10-fold Crossvalidation)
Recall
0.5375
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9541
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6801
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3815
Cross-validation details (10-fold Crossvalidation)
Total cost