Run
540865

Run 540865

Task 2382 (Supervised Classification) wine 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.trees4268
classif.gbm(7)_interaction.depth3
classif.gbm(7)_shrinkage0.0222
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
0.9831
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9659
Cross-validation details (10-fold Crossvalidation)
KB relative information score
172.4935
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.015
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.439
Cross-validation details (10-fold Crossvalidation)
Number of instances
178
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9777
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9775
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9775
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0341
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4684
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1224
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2613
Cross-validation details (10-fold Crossvalidation)