Run
1848047

Run 1848047

Task 21 (Supervised Classification) car Uploaded 01-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.glmnet.preproc(2)Learner mlr.classif.glmnet.preproc from package(s) glmnet.
mlr.classif.glmnet.preproc(2)_s0.01
mlr.classif.glmnet.preproc(2)_openml.seed1
mlr.classif.glmnet.preproc(2)_openml.kindMersenne-Twister
mlr.classif.glmnet.preproc(2)_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
0.9793
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.852
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7021
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1080.148
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1037
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8668
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8669
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4529
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.208
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6151
Cross-validation details (10-fold Crossvalidation)