Run
1867397

Run 1867397

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)_alpha0.0338856116868556
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.0467107546119913
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
0.5435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5181
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0132
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-11.5593
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4476
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
0.4305
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6506
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.6506
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9931
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4768
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0045
Cross-validation details (10-fold Crossvalidation)