Run
520734

Run 520734

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

classif.rpart(39)Learner classif.rpart from package(s) rpart.
classif.rpart(39)_xval0
classif.rpart(39)_seed1
classif.rpart(39)_kindMersenne-Twister
classif.rpart(39)_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
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9556
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2016.3152
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0107
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
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.984
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0434
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1033
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2949
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.439
UserCPU time millis testing
0.064
UserCPU time millis training
0.375