Run
2431312

Run 2431312

Task 37 (Supervised Classification) diabetes Uploaded 22-06-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(11)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(11)_alpha0.594700059853494
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0147801625352273
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
0.8303
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7572
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4545
Cross-validation details (10-fold Crossvalidation)
KB relative information score
235.5304
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3239
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
0.7617
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7669
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7126
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3969
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8328
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1252.0779
UserCPU time millis
0.104
UserCPU time millis testing
0.056
UserCPU time millis training
0.048