Run
7636956

Run 7636956

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)_alpha0.549665741622448
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.00485676543419558
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
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9159
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8229
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3202.5156
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1587
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
0.917
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9165
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9165
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3322
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2601
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5323
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1307.1519
UserCPU time millis
1.139
UserCPU time millis testing
0.07
UserCPU time millis training
1.069