Run
518492

Run 518492

Task 9904 (Supervised Classification) autoUniv-au6-750 Uploaded 30-01-2016 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
0.5212
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1539
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0425
Cross-validation details (10-fold Crossvalidation)
KB relative information score
103.0325
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.19
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2137
Cross-validation details (10-fold Crossvalidation)
Number of instances
750
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1213
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.24
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8958
Cross-validation details (10-fold Crossvalidation)
Recall
0.24
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8889
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3269
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4359
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3335
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.909
UserCPU time millis testing
0.054
UserCPU time millis training
4.855