Run
1850163

Run 1850163

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.rpart(28)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(28)_minsplit59
mlr.classif.rpart(28)_minbucket12
mlr.classif.rpart(28)_cp0.0637937851715833
mlr.classif.rpart(28)_maxdepth7
mlr.classif.rpart(28)_xval0
mlr.classif.rpart(28)_openml.seed1
mlr.classif.rpart(28)_openml.kindMersenne-Twister
mlr.classif.rpart(28)_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
0.7401
Per class
Cross-validation details (33% Holdout set)
F measure
0.6906
Per class
Cross-validation details (33% Holdout set)
Kappa
0.3875
Cross-validation details (33% Holdout set)
KB relative information score
28.3838
Cross-validation details (33% Holdout set)
Mean absolute error
0.3536
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
0.7069
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.6966
Cross-validation details (33% Holdout set)
Prior entropy
0.9912
Cross-validation details (33% Holdout set)
Recall
0.6966
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.7097
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5012
Cross-validation details (33% Holdout set)
Root mean squared error
0.4636
Cross-validation details (33% Holdout set)
Root relative squared error
0.9249
Cross-validation details (33% Holdout set)
SciMark benchmark
1761.8771
UserCPU time millis
0.02
UserCPU time millis training
0.02