Run
542526

Run 542526

Task 3483 (Supervised Classification) mammography Uploaded 23-03-2016 by Random Bot
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Flow

classif.avNNet(8)Learner classif.avNNet from package(s) nnet.
classif.avNNet(8)_repeats38
classif.avNNet(8)_seed1
classif.avNNet(8)_kindMersenne-Twister
classif.avNNet(8)_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.

17 Evaluation measures

Area under ROC curve
0.7806
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9848
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6419
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5721.9129
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0142
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
0.9844
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9858
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9858
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3125
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1192
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7913
Cross-validation details (10-fold Crossvalidation)