Run
7830803

Run 7830803

Task 145976 (Supervised Classification) diabetes Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost48.2545946327646
mlr.classif.svm(6)_kernellinear
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.

21 Evaluation measures

Area under ROC curve
0.8283
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7607
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4625
Cross-validation details (10-fold Crossvalidation)
KB relative information score
243.8511
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3178
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
0.7643
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7695
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7695
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6993
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3975
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.834
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1309.594
UserCPU time millis
8.884
UserCPU time millis testing
0.029
UserCPU time millis training
8.855