Run
3883481

Run 3883481

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)_alpha0.794299513101578
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.366476403185095
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
0.9296
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6292
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3217
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17.6539
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.488
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
0.7692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6697
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.6697
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9776
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9779
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1259.2648
UserCPU time millis
0.182
UserCPU time millis testing
0.093
UserCPU time millis training
0.089