Run
540099

Run 540099

Task 9909 (Supervised Classification) autoUniv-au1-1000 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.trees9106
classif.gbm(7)_interaction.depth3
classif.gbm(7)_shrinkage0.000624
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
0.6064
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7353
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2655
Cross-validation details (10-fold Crossvalidation)
KB relative information score
347.9874
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.226
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3841
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7546
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.774
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.826
Cross-validation details (10-fold Crossvalidation)
Recall
0.774
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5884
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4754
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0852
Cross-validation details (10-fold Crossvalidation)
Total cost