Run
520845

Run 520845

Task 3483 (Supervised Classification) mammography Uploaded 05-02-2016 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.nodeHarvest(5)Learner classif.nodeHarvest from package(s) nodeHarvest.
classif.nodeHarvest(5)_seed1
classif.nodeHarvest(5)_kindMersenne-Twister
classif.nodeHarvest(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
0.6764
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9805
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4988
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5004.8827
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0161
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0455
Cross-validation details (10-fold Crossvalidation)
Number of instances
11183
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9825
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9839
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9839
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3538
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1269
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8419
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
398.635
UserCPU time millis testing
0.177
UserCPU time millis training
398.458