Run
7917615

Run 7917615

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)_alpha0.00662248022854328
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0395420039733105
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
0.545
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
-12.2379
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4474
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
0.9927
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4773
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0055
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1304.8335
UserCPU time millis
0.241
UserCPU time millis testing
0.105
UserCPU time millis training
0.136