Run
1850037

Run 1850037

Task 272 (Supervised Classification) haberman Uploaded 10-03-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(3)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(3)_alpha0.772052025655285
mlr.classif.glmnet(3)_s0.01
mlr.classif.glmnet(3)_lambda0.0221312700892875
mlr.classif.glmnet(3)_openml.seed1
mlr.classif.glmnet(3)_openml.kindMersenne-Twister
mlr.classif.glmnet(3)_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.

21 Evaluation measures

Area under ROC curve
0.6545
Per class
Cross-validation details (33% Holdout set)
F measure
0.6792
Per class
Cross-validation details (33% Holdout set)
Kappa
0.1396
Cross-validation details (33% Holdout set)
KB relative information score
5.0769
Cross-validation details (33% Holdout set)
Mean absolute error
0.3661
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3925
Cross-validation details (33% Holdout set)
Number of instances
100
Per class
Cross-validation details (33% Holdout set)
Precision
0.7037
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.74
Cross-validation details (33% Holdout set)
Prior entropy
0.836
Cross-validation details (33% Holdout set)
Recall
0.74
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.9327
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.444
Cross-validation details (33% Holdout set)
Root mean squared error
0.4263
Cross-validation details (33% Holdout set)
Root relative squared error
0.9603
Cross-validation details (33% Holdout set)
SciMark benchmark
1758.6085