Run
7887497

Run 7887497

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)_alpha0.37931573484093
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0102779171134686
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
0.8125
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.733
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3361
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1223.2267
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3178
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
0.7303
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7454
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7454
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7663
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8721
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1320.24
UserCPU time millis
0.159
UserCPU time millis testing
0.054
UserCPU time millis training
0.105