Run
2420529

Run 2420529

Task 282 (Supervised Classification) heart-statlog Uploaded 21-06-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.glmnet(11)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(11)_alpha0.493215770926327
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.0380346838907551
mlr.classif.glmnet(11)_openml.seed1
mlr.classif.glmnet(11)_openml.kindMersenne-Twister
mlr.classif.glmnet(11)_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
0.9105
Per class
Cross-validation details (33% Holdout set)
F measure
0.7964
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5932
Cross-validation details (33% Holdout set)
KB relative information score
44.1816
Cross-validation details (33% Holdout set)
Mean absolute error
0.2702
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
0.8024
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7978
Cross-validation details (33% Holdout set)
Prior entropy
0.9912
Cross-validation details (33% Holdout set)
Recall
0.7978
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5424
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5012
Cross-validation details (33% Holdout set)
Root mean squared error
0.3593
Cross-validation details (33% Holdout set)
Root relative squared error
0.717
Cross-validation details (33% Holdout set)
SciMark benchmark
1279.8325
UserCPU time millis
0.038
UserCPU time millis testing
0.026
UserCPU time millis training
0.012