Run
1871462

Run 1871462

Task 3896 (Supervised Classification) ada_agnostic Uploaded 29-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(4)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(4)_alpha0.904725327854976
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.0917171703213547
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
0.843
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6619
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0418
Cross-validation details (10-fold Crossvalidation)
KB relative information score
604.1071
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3202
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7802
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.758
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.758
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.858
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3826
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8858
Cross-validation details (10-fold Crossvalidation)