Run
1861344

Run 1861344

Task 9970 (Supervised Classification) hill-valley Uploaded 28-03-2017 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)_alpha0.0775943358894438
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.0187311215049152
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
0.6862
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5653
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2244
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.955
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4923
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6973
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6122
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6122
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9845
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4931
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9862
Cross-validation details (10-fold Crossvalidation)