Run
538942

Run 538942

Task 3771 (Supervised Classification) chscase_census3 Uploaded 22-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees5455
classif.gbm(6)_interaction.depth3
classif.gbm(6)_shrinkage4.95e-05
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
0.4585
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.367
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0856
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-20.9661
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.525
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3786
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.475
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.475
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0517
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7246
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4503
Cross-validation details (10-fold Crossvalidation)