Run
542544

Run 542544

Task 2142 (Supervised Classification) BNG(breast-w) 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)_repeats37
classif.avNNet(8)_bagTRUE
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
0.9821
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9829
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9623
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37811.7517
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0171
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4514
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.983
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9829
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9287
Cross-validation details (10-fold Crossvalidation)
Recall
0.9829
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0378
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1307
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.275
Cross-validation details (10-fold Crossvalidation)