Run
1854799

Run 1854799

Task 3917 (Supervised Classification) kc1 Uploaded 27-03-2017 by Philipp Probst
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.glmnet(4)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(4)_alpha0.369533268734813
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.0186620666712781
mlr.classif.glmnet(4)_openml.seed1
mlr.classif.glmnet(4)_openml.kindMersenne-Twister
mlr.classif.glmnet(4)_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.

17 Evaluation measures

Area under ROC curve
0.7967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8189
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2141
Cross-validation details (10-fold Crossvalidation)
KB relative information score
118.4792
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2177
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2616
Cross-validation details (10-fold Crossvalidation)
Number of instances
2109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8287
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8559
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.622
Cross-validation details (10-fold Crossvalidation)
Recall
0.8559
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8322
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3615
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9069
Cross-validation details (10-fold Crossvalidation)
Total cost