Run
520837

Run 520837

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

classif.nnTrain(5)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(5)_outputsoftmax
classif.nnTrain(5)_seed1
classif.nnTrain(5)_kindMersenne-Twister
classif.nnTrain(5)_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
0.6397
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9776
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4139
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4287.8525
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.018
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
0.9798
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.982
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.982
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1341
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8897
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.498
UserCPU time millis testing
0.042
UserCPU time millis training
2.456