Run
6337220

Run 6337220

Task 145979 (Supervised Classification) spambase Uploaded 28-08-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.glmnet(11)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(11)_alpha0.265643333084881
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.137747984759187
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
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.843
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6675
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1781.8615
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3191
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
0.861
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8489
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8489
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6682
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3563
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7291
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1230.3088
UserCPU time millis
0.941
UserCPU time millis testing
0.072
UserCPU time millis training
0.869