Run
1848899

Run 1848899

Task 282 (Supervised Classification) heart-statlog Uploaded 03-03-2017 by Daniel Kühn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.rpart(28)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(28)_minsplit21
mlr.classif.rpart(28)_minbucket28
mlr.classif.rpart(28)_cp0.013670394429937
mlr.classif.rpart(28)_maxdepth29
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
0.7452
Per class
Cross-validation details (33% Holdout set)
F measure
0.6884
Per class
Cross-validation details (33% Holdout set)
Kappa
0.3865
Cross-validation details (33% Holdout set)
KB relative information score
28.876
Cross-validation details (33% Holdout set)
Mean absolute error
0.3517
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
0.7121
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
0.7061
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5012
Cross-validation details (33% Holdout set)
Root mean squared error
0.4549
Cross-validation details (33% Holdout set)
Root relative squared error
0.9076
Cross-validation details (33% Holdout set)
Total cost