Run
6335145

Run 6335145

Task 145979 (Supervised Classification) spambase Uploaded 28-08-2017 by OpenML_Bot R
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Flow

mlr.classif.glmnet(11)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(11)_alpha0.903736689593643
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.011478093013874
mlr.classif.glmnet(11)_openml.seed1
mlr.classif.glmnet(11)_openml.kindMersenne-Twister
mlr.classif.glmnet(11)_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
0.9628
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9023
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7939
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2899.4621
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1943
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9049
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9035
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9035
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2801
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5732
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1211.1885
UserCPU time millis
0.898
UserCPU time millis testing
0.076
UserCPU time millis training
0.822