Run
520858

Run 520858

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

classif.xyf(4)Learner classif.xyf from package(s) kohonen.
classif.xyf(4)_seed1
classif.xyf(4)_kindMersenne-Twister
classif.xyf(4)_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
0.5583
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9699
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1874
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2375.772
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.023
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
0.9689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.977
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.977
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5051
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1516
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.006
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.77
UserCPU time millis testing
0.423
UserCPU time millis training
14.347