Run
1848898

Run 1848898

Task 282 (Supervised Classification) heart-statlog Uploaded 03-03-2017 by Daniel Kühn
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Flow

mlr.classif.rpart(28)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(28)_minsplit44
mlr.classif.rpart(28)_minbucket54
mlr.classif.rpart(28)_cp0.365176048828289
mlr.classif.rpart(28)_maxdepth14
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.

17 Evaluation measures

Area under ROC curve
0.7401
Per class
Cross-validation details (33% Holdout set)
F measure
0.741
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4814
Cross-validation details (33% Holdout set)
KB relative information score
26.9232
Cross-validation details (33% Holdout set)
Mean absolute error
0.3691
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
0.7421
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7416
Cross-validation details (33% Holdout set)
Prior entropy
0.9912
Cross-validation details (33% Holdout set)
Recall
0.7416
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.741
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5012
Cross-validation details (33% Holdout set)
Root mean squared error
0.4411
Cross-validation details (33% Holdout set)
Root relative squared error
0.88
Cross-validation details (33% Holdout set)