Run
7918161

Run 7918161

Task 146065 (Supervised Classification) monks-problems-2 Uploaded 10-09-2017 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)_alpha0.0361711501609534
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0103374858204977
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
0.5449
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5051
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0646
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-13.1909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4473
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
0.4242
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.624
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.624
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9924
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4782
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0075
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1297.1121
UserCPU time millis
0.202
UserCPU time millis testing
0.099
UserCPU time millis training
0.103