Run
7636829

Run 7636829

Task 145979 (Supervised Classification) spambase Uploaded 08-09-2017 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)_alpha0.944851112551987
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0133978750643273
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
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8964
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7812
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2822.9692
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2032
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
0.8999
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8978
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8978
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4254
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2852
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5837
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1283.7322
UserCPU time millis
0.781
UserCPU time millis testing
0.072
UserCPU time millis training
0.709