Run
1969689

Run 1969689

Task 3917 (Supervised Classification) kc1 Uploaded 03-04-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(6)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(6)_alpha0.141804783605039
mlr.classif.glmnet(6)_s0.01
mlr.classif.glmnet(6)_lambda0.0227260011035273
mlr.classif.glmnet(6)_openml.seed1
mlr.classif.glmnet(6)_openml.kindMersenne-Twister
mlr.classif.glmnet(6)_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
0.798
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.823
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2323
Cross-validation details (10-fold Crossvalidation)
KB relative information score
126.3913
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2162
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.835
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8587
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8587
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8267
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.327
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9047
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
833.8138
UserCPU time millis
0.49
UserCPU time millis testing
0.05
UserCPU time millis training
0.44