Run
1815854

Run 1815854

Task 52 (Supervised Classification) heart-statlog Uploaded 09-09-2016 by Giuseppe Casalicchio
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.rpart.bagged(3)Learner mlr.classif.rpart.bagged from package(s) rpart.
mlr.classif.rpart.bagged(3)_bw.iters50
mlr.classif.rpart.bagged(3)_xval0
mlr.classif.rpart.bagged(3)_openml.seed1
mlr.classif.rpart.bagged(3)_openml.kindMersenne-Twister
mlr.classif.rpart.bagged(3)_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
0.8175
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8217
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6382
Cross-validation details (10-fold Crossvalidation)
KB relative information score
172.2577
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1778
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
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.36
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4216
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8485
Cross-validation details (10-fold Crossvalidation)