Run
1848174

Run 1848174

Task 41 (Supervised Classification) soybean Uploaded 02-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.C50.preproc(19)Learner mlr.classif.C50.preproc from package(s) C50.
mlr.classif.C50.preproc(19)_openml.seed1
mlr.classif.C50.preproc(19)_openml.kindMersenne-Twister
mlr.classif.C50.preproc(19)_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
0.9882
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9147
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9084
Cross-validation details (10-fold Crossvalidation)
KB relative information score
607.97
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0171
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9175
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9165
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9165
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1781
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0859
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3921
Cross-validation details (10-fold Crossvalidation)