Run
7886505

Run 7886505

Task 145857 (Supervised Classification) phoneme Uploaded 10-09-2017 by OpenML_Bot R
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  • AzureBot21 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(11)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(11)_alpha0.443912307266146
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0209268357900319
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
0.8126
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7251
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3137
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1157.2885
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.324
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.723
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7406
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7406
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7812
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3974
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8726
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1346.2711
UserCPU time millis
0.15
UserCPU time millis testing
0.056
UserCPU time millis training
0.094