Run
540947

Run 540947

Task 3022 (Supervised Classification) vowel 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(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees3368
classif.gbm(6)_interaction.depth5
classif.gbm(6)_shrinkage0.000658
classif.gbm(6)_seed1
classif.gbm(6)_kindMersenne-Twister
classif.gbm(6)_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
0.9311
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8747
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8622
Cross-validation details (10-fold Crossvalidation)
KB relative information score
861.0713
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0228
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1653
Cross-validation details (10-fold Crossvalidation)
Number of instances
990
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8763
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8747
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.4594
Cross-validation details (10-fold Crossvalidation)
Recall
0.8747
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1378
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1509
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5249
Cross-validation details (10-fold Crossvalidation)