Run
7926485

Run 7926485

Task 145854 (Supervised Classification) nomao Uploaded 10-09-2017 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)_alpha0.101017323089764
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0131545607099738
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
0.9845
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9411
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8551
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26457.0654
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0993
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.941
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9412
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9412
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2434
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2078
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.46
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1289.1181
UserCPU time millis
42.548
UserCPU time millis testing
0.553
UserCPU time millis training
41.995