Run
2181642

Run 2181642

Task 145853 (Supervised Classification) madelon Uploaded 16-05-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(5)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(5)_alpha0.827467504655942
mlr.classif.glmnet(5)_s0.01
mlr.classif.glmnet(5)_lambda0.0247522317040744
mlr.classif.glmnet(5)_openml.seed1
mlr.classif.glmnet(5)_openml.kindMersenne-Twister
mlr.classif.glmnet(5)_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
0.6392
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6108
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2215
Cross-validation details (10-fold Crossvalidation)
KB relative information score
159.0622
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4762
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6108
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6108
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6108
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9523
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4858
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9716
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1778.587
UserCPU time millis
1.163
UserCPU time millis testing
0.072
UserCPU time millis training
1.091