Run
2185354

Run 2185354

Task 145854 (Supervised Classification) nomao Uploaded 17-05-2017 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)_alpha0.728666598908603
mlr.classif.glmnet(5)_s0.01
mlr.classif.glmnet(5)_lambda0.0281179344934274
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
0.9787
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9316
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8308
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23374.9979
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1412
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
0.9316
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9322
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9322
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3461
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2329
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5157
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1839.7313
UserCPU time millis
7.305
UserCPU time millis testing
0.303
UserCPU time millis training
7.002