Run
520725

Run 520725

Task 9898 (Supervised Classification) cardiotocography Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(5)Learner classif.nnet from package(s) nnet.
classif.nnet(5)_size3
classif.nnet(5)_seed1
classif.nnet(5)_kindMersenne-Twister
classif.nnet(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
0.5556
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7289
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1596
Cross-validation details (10-fold Crossvalidation)
KB relative information score
648.0903
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1373
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2455
Cross-validation details (10-fold Crossvalidation)
Number of instances
2126
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7706
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.794
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.794
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5594
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3706
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0583
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.909
UserCPU time millis testing
0.104
UserCPU time millis training
1.805