Run
538806

Run 538806

Task 3833 (Supervised Classification) analcatdata_authorship 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.trees4008
classif.gbm(7)_interaction.depth5
classif.gbm(7)_shrinkage6.89e-05
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
0.8476
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8793
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.739
Cross-validation details (10-fold Crossvalidation)
KB relative information score
628.7947
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1153
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4698
Cross-validation details (10-fold Crossvalidation)
Number of instances
841
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9017
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8847
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9561
Cross-validation details (10-fold Crossvalidation)
Recall
0.8847
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2455
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4846
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3396
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7008
Cross-validation details (10-fold Crossvalidation)