Run
520733

Run 520733

Task 9898 (Supervised Classification) cardiotocography Uploaded 05-02-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8856
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9147
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7652
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1568.0221
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.058
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
0.9196
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.913
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.976
Cross-validation details (10-fold Crossvalidation)
Recall
0.913
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2363
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2409
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6878
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
69.877
UserCPU time millis testing
0.313
UserCPU time millis training
69.564