Run
6336115

Run 6336115

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)_alpha0.951054078526795
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.110662718011788
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
0.8832
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6991
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3775
Cross-validation details (10-fold Crossvalidation)
KB relative information score
784.3256
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4142
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
0.7775
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.7333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8673
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4328
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8857
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1261.7657
UserCPU time millis
0.575
UserCPU time millis testing
0.072
UserCPU time millis training
0.503