Run
6220136

Run 6220136

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 27-08-2017 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)_alpha0.406065015587956
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.201410765333184
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
0.9725
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6557
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2486
Cross-validation details (10-fold Crossvalidation)
KB relative information score
446.3116
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.373
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
0.8056
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7233
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7233
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8232
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3957
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8314
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1345.3664
UserCPU time millis
0.3
UserCPU time millis testing
0.222
UserCPU time millis training
0.078