Run
1870020

Run 1870020

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 28-03-2017 by Philipp Probst
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.glmnet(4)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(4)_alpha0.0735805958975106
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.273493440159636
mlr.classif.glmnet(4)_openml.seed1
mlr.classif.glmnet(4)_openml.kindMersenne-Twister
mlr.classif.glmnet(4)_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
0.9973
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8483
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6569
Cross-validation details (10-fold Crossvalidation)
KB relative information score
681.3378
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3294
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
0.8843
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8594
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.8594
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.727
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3516
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7388
Cross-validation details (10-fold Crossvalidation)