Run
2045236

Run 2045236

Task 37 (Supervised Classification) diabetes Uploaded 18-04-2017 by Raphaël Couronné
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(7)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(7)_alpha0.496482995105907
mlr.classif.glmnet(7)_s0.01
mlr.classif.glmnet(7)_lambda0.00432096736760897
mlr.classif.glmnet(7)_openml.seed1
mlr.classif.glmnet(7)_openml.kindMersenne-Twister
mlr.classif.glmnet(7)_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
0.8303
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7656
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4741
Cross-validation details (10-fold Crossvalidation)
KB relative information score
249.6591
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3141
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
0.7684
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7734
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7734
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.691
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.396
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8309
Cross-validation details (10-fold Crossvalidation)