Run
537903

Run 537903

Task 3730 (Supervised Classification) fri_c2_1000_50 Uploaded 17-03-2016 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(5)Learner classif.gbm from package(s) gbm.
classif.gbm(5)_n.trees5297
classif.gbm(5)_shrinkage0.0397
classif.gbm(5)_seed1
classif.gbm(5)_kindMersenne-Twister
classif.gbm(5)_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
0.8962
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8999
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7941
Cross-validation details (10-fold Crossvalidation)
KB relative information score
791.9663
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4866
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8999
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9806
Cross-validation details (10-fold Crossvalidation)
Recall
0.9
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6411
Cross-validation details (10-fold Crossvalidation)