Run
1867405

Run 1867405

Task 3493 (Supervised Classification) monks-problems-2 Uploaded 28-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(4)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(4)_alpha0.465342486510053
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.0071246822250051
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
0.5449
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5141
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0295
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-11.5201
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4472
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4285
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6423
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6423
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9921
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4771
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0051
Cross-validation details (10-fold Crossvalidation)