Run
7636469

Run 7636469

Task 145979 (Supervised Classification) spambase Uploaded 08-09-2017 by OpenML_Bot R
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  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(11)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(11)_alpha0.555177193600684
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0503567686802837
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
0.9499
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8631
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7102
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2229.8042
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2705
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
0.8745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.867
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.867
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5664
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3252
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6656
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.3616
UserCPU time millis
1.364
UserCPU time millis testing
0.185
UserCPU time millis training
1.179