Run
542457

Run 542457

Task 3771 (Supervised Classification) chscase_census3 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.trees9969
classif.gbm(7)_interaction.depth4
classif.gbm(7)_shrinkage4.44e-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
0.4517
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4208
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0985
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-30.9889
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5375
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
0.4347
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.4625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0767
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7331
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4675
Cross-validation details (10-fold Crossvalidation)