Run
520727

Run 520727

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

classif.nnTrain(5)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(5)_outputsoftmax
classif.nnTrain(5)_seed1
classif.nnTrain(5)_kindMersenne-Twister
classif.nnTrain(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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6815
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
526.7717
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1477
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
0.606
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7785
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.7785
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6015
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3843
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0974
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.774
UserCPU time millis testing
0.026
UserCPU time millis training
0.748