Run
520759

Run 520759

Task 9979 (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
0.5004
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1549
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0008
KB relative information score
213.832
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1565
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1679
Cross-validation details (10-fold Crossvalidation)
Number of instances
2126
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1318
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2173
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9174
Cross-validation details (10-fold Crossvalidation)
Recall
0.2173
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9322
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2897
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3956
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3656
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.867
UserCPU time millis testing
0.021
UserCPU time millis training
0.846