Run
520841

Run 520841

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

classif.PART(6)Learner classif.PART from package(s) RWeka.
classif.PART(6)_seed1
classif.PART(6)_kindMersenne-Twister
classif.PART(6)_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
0.7576
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9836
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6091
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5414.6142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.015
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
0.9833
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.985
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.985
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3302
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1226
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8133
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.077
UserCPU time millis testing
0.485
UserCPU time millis training
2.592