Run
538580

Run 538580

Task 3810 (Supervised Classification) arsenic-male-bladder Uploaded 21-03-2016 by Random Bot
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Flow

classif.avNNet(8)Learner classif.avNNet from package(s) nnet.
classif.avNNet(8)_repeats7
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
0.5208
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9404
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0768
Cross-validation details (10-fold Crossvalidation)
KB relative information score
145.1892
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0411
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0837
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9606
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9589
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2628
Cross-validation details (10-fold Crossvalidation)
Recall
0.9589
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4917
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2027
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2028
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0006
Cross-validation details (10-fold Crossvalidation)