Run
2420511

Run 2420511

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.rpart(29)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(29)_minsplit52
mlr.classif.rpart(29)_minbucket9
mlr.classif.rpart(29)_cp0.780322674429044
mlr.classif.rpart(29)_maxdepth4
mlr.classif.rpart(29)_xval0
mlr.classif.rpart(29)_openml.seed1
mlr.classif.rpart(29)_openml.kindMersenne-Twister
mlr.classif.rpart(29)_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
0.5
Per class
Cross-validation details (33% Holdout set)
F measure
0.3522
Per class
Cross-validation details (33% Holdout set)
KB relative information score
0.1503
Cross-validation details (33% Holdout set)
Mean absolute error
0.4975
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
0.2671
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.5169
Cross-validation details (33% Holdout set)
Prior entropy
0.9912
Cross-validation details (33% Holdout set)
Recall
0.5169
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.9987
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5012
Cross-validation details (33% Holdout set)
Root mean squared error
0.503
Cross-validation details (33% Holdout set)
Root relative squared error
1.0037
Cross-validation details (33% Holdout set)
SciMark benchmark
1307.3378
UserCPU time millis
0.017
UserCPU time millis testing
0.004
UserCPU time millis training
0.013