Run
5903507

Run 5903507

Task 3950 (Supervised Classification) musk Uploaded 13-07-2017 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)_alpha0.901450170436874
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0144487128516761
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
0.952
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9485
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7904
Cross-validation details (10-fold Crossvalidation)
KB relative information score
174.8784
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1907
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2608
Cross-validation details (10-fold Crossvalidation)
Number of instances
6598
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9548
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9523
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7312
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2852
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7899
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.1278
UserCPU time millis
539.677
UserCPU time millis testing
0.384
UserCPU time millis training
539.293