Run
520707

Run 520707

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

classif.bdk(4)Learner classif.bdk from package(s) kohonen.
classif.bdk(4)_seed1
classif.bdk(4)_kindMersenne-Twister
classif.bdk(4)_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
0.5367
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6952
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0864
Cross-validation details (10-fold Crossvalidation)
KB relative information score
348.5859
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1734
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
0.6698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7399
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.7399
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7062
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1891
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.107
UserCPU time millis testing
0.088
UserCPU time millis training
8.019