Run
6221031

Run 6221031

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)_alpha0.03895308310166
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.366445615229473
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
0.9943
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7854
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5169
Cross-validation details (10-fold Crossvalidation)
KB relative information score
597.8012
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3457
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
0.8524
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8094
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.8094
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7629
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3688
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.775
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1325.7703
UserCPU time millis
0.482
UserCPU time millis testing
0.383
UserCPU time millis training
0.099