Run
520855

Run 520855

Task 3483 (Supervised Classification) mammography Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.sparseLDA(3)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(3)_seed1
classif.sparseLDA(3)_kindMersenne-Twister
classif.sparseLDA(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
0.7643
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9766
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4995
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1966.0405
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0241
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
0.9773
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5287
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1551
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0292
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.366
UserCPU time millis testing
0.059
UserCPU time millis training
3.307