Run
520770

Run 520770

Task 9979 (Supervised Classification) cardiotocography Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.saeDNN(5)Learner classif.saeDNN from package(s) deepnet.
classif.saeDNN(5)_outputsoftmax
classif.saeDNN(5)_seed1
classif.saeDNN(5)_kindMersenne-Twister
classif.saeDNN(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
0.1166
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
275.1598
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1455
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
0.0742
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2723
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9174
Cross-validation details (10-fold Crossvalidation)
Recall
0.2723
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8666
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2897
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3815
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3167
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.501
UserCPU time millis testing
0.024
UserCPU time millis training
1.477