Run
6220125

Run 6220125

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 27-08-2017 by OpenML_Bot R
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  • AzureBot21 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)_alpha0.0351538865361363
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.124066199231578
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
0.998
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9902
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9782
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1067.3021
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2435
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4531
Cross-validation details (10-fold Crossvalidation)
Number of instances
1941
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9904
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9902
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9902
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5374
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2665
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5599
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1343.7626
UserCPU time millis
0.55
UserCPU time millis testing
0.412
UserCPU time millis training
0.138