Run
520772

Run 520772

Task 9979 (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.svm(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_seed1
classif.svm(7)_kindMersenne-Twister
classif.svm(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
0.9986
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9977
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9972
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2117.8665
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0005
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
0.9977
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9976
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.9174
Cross-validation details (10-fold Crossvalidation)
Recall
0.9976
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0028
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2897
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0217
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.0749
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.609
UserCPU time millis testing
0.182
UserCPU time millis training
5.427