Run
2181676

Run 2181676

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)_alpha0.0477321380749345
mlr.classif.glmnet(5)_s0.01
mlr.classif.glmnet(5)_lambda0.145759697086004
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
0.6214
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5835
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1669
Cross-validation details (10-fold Crossvalidation)
KB relative information score
163.0624
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4747
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
0.5835
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5835
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5835
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9495
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4891
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9782
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1717.9056
UserCPU time millis
1.63
UserCPU time millis testing
0.077
UserCPU time millis training
1.553