Run
1816223

Run 1816223

Task 52 (Supervised Classification) heart-statlog Uploaded 16-09-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.C50.bagged(7)Learner mlr.classif.C50.bagged from package(s) C50.
mlr.classif.C50.bagged(7)_bw.iters50
mlr.classif.C50.bagged(7)_openml.seed1
mlr.classif.C50.bagged(7)_openml.kindMersenne-Twister
mlr.classif.C50.bagged(7)_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
0.8133
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.815
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6256
Cross-validation details (10-fold Crossvalidation)
KB relative information score
168.1866
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1852
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
0.8152
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8148
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8148
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.375
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4303
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.866
Cross-validation details (10-fold Crossvalidation)