Run
539959

Run 539959

Task 3552 (Supervised Classification) analcatdata_creditscore Uploaded 22-03-2016 by Random Bot
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.gbm(7)Learner classif.gbm from package(s) gbm.
classif.gbm(7)_n.trees3600
classif.gbm(7)_interaction.depth3
classif.gbm(7)_shrinkage0.00254
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
0.9932
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9901
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9749
Cross-validation details (10-fold Crossvalidation)
KB relative information score
96.5084
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.01
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3963
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9904
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.99
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8479
Cross-validation details (10-fold Crossvalidation)
Recall
0.99
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0252
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.444
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2252
Cross-validation details (10-fold Crossvalidation)