Run
543053

Run 543053

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.trees2545
classif.gbm(7)_interaction.depth2
classif.gbm(7)_shrinkage0.00449
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
0.4845
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4987
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0331
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6.919
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.47
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
0.4967
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.53
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.978
Cross-validation details (10-fold Crossvalidation)
Recall
0.53
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9695
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6856
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3926
Cross-validation details (10-fold Crossvalidation)