Run
542736

Run 542736

Task 3937 (Supervised Classification) PopularKids Uploaded 23-03-2016 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.trees6016
classif.gbm(7)_interaction.depth4
classif.gbm(7)_shrinkage0.0112
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
0.5823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4919
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1634
Cross-validation details (10-fold Crossvalidation)
KB relative information score
102.9673
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3361
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4072
Cross-validation details (10-fold Crossvalidation)
Number of instances
478
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4889
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4958
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4668
Cross-validation details (10-fold Crossvalidation)
Recall
0.4958
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8254
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4511
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5798
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2852
Cross-validation details (10-fold Crossvalidation)