Run
1853418

Run 1853418

Task 282 (Supervised Classification) heart-statlog Uploaded 22-03-2017 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)_alpha0.716447232989594
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.0047415898568294
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
0.9191
Per class
Cross-validation details (33% Holdout set)
F measure
0.808
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6161
Cross-validation details (33% Holdout set)
KB relative information score
50.0922
Cross-validation details (33% Holdout set)
Mean absolute error
0.2314
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4981
Cross-validation details (33% Holdout set)
Number of instances
89
Per class
Cross-validation details (33% Holdout set)
Precision
0.8122
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.809
Cross-validation details (33% Holdout set)
Prior entropy
0.9912
Cross-validation details (33% Holdout set)
Recall
0.809
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4645
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5012
Cross-validation details (33% Holdout set)
Root mean squared error
0.3534
Cross-validation details (33% Holdout set)
Root relative squared error
0.7051
Cross-validation details (33% Holdout set)