Run
1847988

Run 1847988

Task 15 (Supervised Classification) breast-w Uploaded 01-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.C50.preproc(5)Learner mlr.classif.C50.preproc from package(s) C50.
mlr.classif.C50.preproc(5)_openml.seed1
mlr.classif.C50.preproc(5)_openml.kindMersenne-Twister
mlr.classif.C50.preproc(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
0.9711
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8738
Cross-validation details (10-fold Crossvalidation)
KB relative information score
585.1728
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9431
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9428
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9428
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1687
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2234
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.47
Cross-validation details (10-fold Crossvalidation)