Run
520834

Run 520834

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

classif.multinom(6)Learner classif.multinom from package(s) nnet.
classif.multinom(6)_seed1
classif.multinom(6)_kindMersenne-Twister
classif.multinom(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
0.7006
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.981
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5255
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4868.3055
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0165
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
0.9813
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9835
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9835
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3616
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1283
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8512
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.808
UserCPU time millis testing
0.039
UserCPU time millis training
1.769