Run
1815878

Run 1815878

Task 52 (Supervised Classification) heart-statlog Uploaded 09-09-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.ctree(5)Learner mlr.classif.ctree from package(s) party.
mlr.classif.ctree(5)_openml.seed1
mlr.classif.ctree(5)_openml.kindMersenne-Twister
mlr.classif.ctree(5)_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
0.7308
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7394
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4715
Cross-validation details (10-fold Crossvalidation)
KB relative information score
129.5111
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2556
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7479
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7444
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7444
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5175
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5055
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0173
Cross-validation details (10-fold Crossvalidation)