Run
1871457

Run 1871457

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)_alpha0.511412975378335
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.00128890425875435
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
0.8966
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8354
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5459
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1826.6662
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2161
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
0.8343
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8413
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8413
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.579
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3289
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7614
Cross-validation details (10-fold Crossvalidation)