Run
2015537

Run 2015537

Task 145677 (Supervised Classification) Bioresponse Uploaded 08-04-2017 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)_alpha0.34237548080273
mlr.classif.glmnet(5)_s0.01
mlr.classif.glmnet(5)_lambda0.0509373305310222
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
0.8271
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7621
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5204
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1126.356
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3665
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7621
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7383
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4134
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8298
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1736.9559
UserCPU time millis
3.975
UserCPU time millis testing
0.528
UserCPU time millis training
3.447