Run
520729

Run 520729

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

classif.PART(6)Learner classif.PART from package(s) RWeka.
classif.PART(6)_seed1
classif.PART(6)_kindMersenne-Twister
classif.PART(6)_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
0.9774
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9853
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9601
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2028.1933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0097
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
0.9853
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9854
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.9854
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0986
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2815
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.997
UserCPU time millis testing
0.612
UserCPU time millis training
2.385