Run
543380

Run 543380

Task 3666 (Supervised Classification) chscase_funds Uploaded 24-03-2016 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.trees6539
classif.gbm(6)_interaction.depth2
classif.gbm(6)_shrinkage0.0137
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
0.5877
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1755
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32.2284
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4108
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4983
Cross-validation details (10-fold Crossvalidation)
Number of instances
185
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5892
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5892
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9975
Cross-validation details (10-fold Crossvalidation)
Recall
0.5892
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8245
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6409
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2842
Cross-validation details (10-fold Crossvalidation)