Run
520718

Run 520718

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

classif.kknn(4)Learner classif.kknn from package(s) !kknn.
classif.kknn(4)_seed1
classif.kknn(4)_kindMersenne-Twister
classif.kknn(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
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9901
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.973
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2058.7335
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0066
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
0.9901
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9901
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.9901
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0268
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0811
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2317
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.424
UserCPU time millis testing
1.37
UserCPU time millis training
0.054