Run
1849671

Run 1849671

Task 282 (Supervised Classification) heart-statlog 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)_alpha0.430545343551785
mlr.classif.glmnet(3)_s0.01
mlr.classif.glmnet(3)_lambda0.36316404661034
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
0.8807
Per class
Cross-validation details (33% Holdout set)
F measure
0.6916
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4267
Cross-validation details (33% Holdout set)
KB relative information score
12.7348
Cross-validation details (33% Holdout set)
Mean absolute error
0.4435
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
0.818
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7191
Cross-validation details (33% Holdout set)
Prior entropy
0.9912
Cross-validation details (33% Holdout set)
Recall
0.7191
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.8904
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5012
Cross-validation details (33% Holdout set)
Root mean squared error
0.454
Cross-validation details (33% Holdout set)
Root relative squared error
0.9058
Cross-validation details (33% Holdout set)
SciMark benchmark
1680.8131
UserCPU time millis
0.05
UserCPU time millis testing
0.03
UserCPU time millis training
0.02