Run
2420530

Run 2420530

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)_alpha0.917457701871172
mlr.classif.glmnet(11)_s0.01
mlr.classif.glmnet(11)_lambda0.00443855898889836
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
0.9171
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
49.98
Cross-validation details (33% Holdout set)
Mean absolute error
0.232
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
0.4658
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5012
Cross-validation details (33% Holdout set)
Root mean squared error
0.354
Cross-validation details (33% Holdout set)
Root relative squared error
0.7063
Cross-validation details (33% Holdout set)
SciMark benchmark
1311.98
UserCPU time millis
0.037
UserCPU time millis testing
0.021
UserCPU time millis training
0.016