OpenML
2178954

Run 2178954

Task 145847 (Supervised Classification) hill-valley 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)_alpha0.885565774282441
mlr.classif.glmnet(5)_s0.01
mlr.classif.glmnet(5)_lambda0.00213231107814848
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
0.7705
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6045
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2855
Cross-validation details (10-fold Crossvalidation)
KB relative information score
81.1865
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4723
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7329
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6427
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6427
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9445
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4783
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9566
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1827.5794
UserCPU time millis
4.922
UserCPU time millis testing
0.054
UserCPU time millis training
4.868