Run
520824

Run 520824

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

classif.J48(21)Learner classif.J48 from package(s) RWeka.
classif.J48(21)_seed1
classif.J48(21)_kindMersenne-Twister
classif.J48(21)_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
0.7538
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9834
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5380.4699
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0151
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
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9849
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9849
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3321
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1229
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8158
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.776
UserCPU time millis testing
0.508
UserCPU time millis training
2.268