Run
3883119

Run 3883119

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 04-07-2017 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)_alpha0.98214912856929
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.00308675239330377
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
0.9843
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9693
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9386
Cross-validation details (10-fold Crossvalidation)
KB relative information score
498.7836
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0577
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9696
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9693
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.9693
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1155
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1439
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.288
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1264.4994
UserCPU time millis
0.211
UserCPU time millis testing
0.093
UserCPU time millis training
0.118