OpenML
10591835

Run 10591835

Task 272 (Supervised Classification) haberman Uploaded 08-02-2023 by Lei Zhang
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Flow

mlr.classif.glmnet(4)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(4)_alpha0.936211170395836
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda21.9547940918903
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.

19 Evaluation measures

Area under ROC curve
0.5
Per class
Cross-validation details (33% Holdout set)
KB relative information score
0.0044
Cross-validation details (33% Holdout set)
Mean absolute error
0.3906
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3925
Cross-validation details (33% Holdout set)
Weighted recall
0.73
Cross-validation details (33% Holdout set)
Number of instances
100
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.73
Cross-validation details (33% Holdout set)
Prior entropy
0.8415
Cross-validation details (33% Holdout set)
Relative absolute error
0.9952
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.444
Cross-validation details (33% Holdout set)
Root mean squared error
0.444
Cross-validation details (33% Holdout set)
Root relative squared error
1.0001
Cross-validation details (33% Holdout set)
UserCPU time millis
0.092
UserCPU time millis testing
0.066
UserCPU time millis training
0.026
Unweighted recall
0.5
Cross-validation details (33% Holdout set)