Run
543164

Run 543164

Task 3564 (Supervised Classification) analcatdata_germangss Uploaded 24-03-2016 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.trees1870
classif.gbm(7)_interaction.depth5
classif.gbm(7)_shrinkage0.014
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
0.5383
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3053
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0767
Cross-validation details (10-fold Crossvalidation)
KB relative information score
65.5173
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3463
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3035
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3075
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2
Cross-validation details (10-fold Crossvalidation)
Recall
0.3075
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9233
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.433
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5884
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3589
Cross-validation details (10-fold Crossvalidation)