Run
1847904

Run 1847904

Task 37 (Supervised Classification) diabetes Uploaded 01-03-2017 by Janek Thomas
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost98.9038920807906
mlr.classif.svm(6)_gamma0.0147749642373108
mlr.classif.svm(6)_openml.seed1
mlr.classif.svm(6)_openml.kindMersenne-Twister
mlr.classif.svm(6)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8265
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7529
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4437
Cross-validation details (10-fold Crossvalidation)
KB relative information score
229.7926
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3262
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7618
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7176
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4004
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8401
Cross-validation details (10-fold Crossvalidation)