Run
523296

Run 523296

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 10-02-2016 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(5)Learner classif.gbm from package(s) gbm.
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.

20 Evaluation measures

Area under ROC curve
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5196
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8041.8554
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3441
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4514
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4302
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6559
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9287
Cross-validation details (10-fold Crossvalidation)
Recall
0.6559
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7623
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5866
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2348
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.867
UserCPU time millis testing
0.1
UserCPU time millis training
14.767