Run
510684

Run 510684

Task 3578 (Supervised Classification) diggle_table_a2 Uploaded 27-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.gbm(3)Learner classif.gbm from package(s) gbm.
classif.gbm(3)_seed1
classif.gbm(3)_kindMersenne-Twister
classif.gbm(3)_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.

20 Evaluation measures

Area under ROC curve
0.976
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9579
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9524
Cross-validation details (10-fold Crossvalidation)
KB relative information score
295.6237
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0093
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1961
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9595
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9581
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1238
Cross-validation details (10-fold Crossvalidation)
Recall
0.9581
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0475
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3131
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0965
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3083
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.518
UserCPU time millis testing
0.048
UserCPU time millis training
1.47