Run
2431162

Run 2431162

Task 37 (Supervised Classification) diabetes Uploaded 22-06-2017 by OpenML_Bot R
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Flow

mlr.classif.glmnet(11)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(11)_alpha0.151357798604295
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.442286597902262
mlr.classif.glmnet(11)_openml.seed1
mlr.classif.glmnet(11)_openml.kindMersenne-Twister
mlr.classif.glmnet(11)_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
0.8212
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5501
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0538
Cross-validation details (10-fold Crossvalidation)
KB relative information score
75.1239
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4194
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
0.6874
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6628
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.6628
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9227
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4439
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9314
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1275.8434
UserCPU time millis
0.114
UserCPU time millis testing
0.062
UserCPU time millis training
0.052