Run
542577

Run 542577

Task 3770 (Supervised Classification) chscase_census4 Uploaded 23-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees7525
classif.gbm(6)_interaction.depth3
classif.gbm(6)_shrinkage0.000107
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
0.4494
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4357
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.1022
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-36.5636
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.545
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4996
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4425
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.455
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9994
Cross-validation details (10-fold Crossvalidation)
Recall
0.455
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.091
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7382
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4771
Cross-validation details (10-fold Crossvalidation)