Run
6220121

Run 6220121

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)_alpha0.217494453536347
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.293570120964495
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
0.994
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.653
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2435
Cross-validation details (10-fold Crossvalidation)
KB relative information score
434.085
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3768
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
0.8049
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7218
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7218
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8318
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3986
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8375
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1314.3549
UserCPU time millis
0.459
UserCPU time millis testing
0.366
UserCPU time millis training
0.093