Run
520822

Run 520822

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

classif.IBk(7)Learner classif.IBk from package(s) RWeka.
classif.IBk(7)_seed1
classif.IBk(7)_kindMersenne-Twister
classif.IBk(7)_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
0.7868
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6091
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4765.8726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0167
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
0.9824
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8581
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
72.78
UserCPU time millis testing
7.992
UserCPU time millis training
64.788