Run
1871447

Run 1871447

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)_alpha0.676740924362093
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.0143750838786967
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
0.8895
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8301
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5245
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1557.5399
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2411
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
0.8327
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6461
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3358
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7775
Cross-validation details (10-fold Crossvalidation)