Run
506631

Run 506631

Task 3748 (Supervised Classification) transplant Uploaded 20-01-2016 by Rafael Gomes Mantovani
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Flow

classif.neuralnet(3)Learner classif.neuralnet from package(s) neuralnet.
classif.neuralnet(3)_err.fctce
classif.neuralnet(3)_seed1
classif.neuralnet(3)_kindMersenne-Twister
classif.neuralnet(3)_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
0.7396
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7881
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5383
Cross-validation details (10-fold Crossvalidation)
KB relative information score
75.3963
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1908
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4648
Cross-validation details (10-fold Crossvalidation)
Number of instances
131
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8533
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8092
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9495
Cross-validation details (10-fold Crossvalidation)
Recall
0.8092
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4105
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4818
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4369
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9067
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.528
UserCPU time millis testing
0.011
UserCPU time millis training
6.517