Run
520768

Run 520768

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

classif.rda(7)Learner classif.rda from package(s) klaR.
classif.rda(7)_estimate.errorFALSE
classif.rda(7)_seed1
classif.rda(7)_kindMersenne-Twister
classif.rda(7)_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
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9179
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8972
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1926.7141
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0174
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
0.9329
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.913
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9174
Cross-validation details (10-fold Crossvalidation)
Recall
0.913
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1036
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2897
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1319
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4553
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
97.929
UserCPU time millis testing
0.778
UserCPU time millis training
97.151