Run
1851828

Run 1851828

Task 3903 (Supervised Classification) pc3 Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.C50.preproc(80)Learner mlr.classif.C50.preproc from package(s) C50.
mlr.classif.C50.preproc(80)_openml.seed1
mlr.classif.C50.preproc(80)_openml.kindMersenne-Twister
mlr.classif.C50.preproc(80)_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
0.6927
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8664
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1919
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-122.3811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1549
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Number of instances
1563
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8563
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8836
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.8836
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8411
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3059
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0092
Cross-validation details (10-fold Crossvalidation)