Run
581301

Run 581301

Task 37 (Supervised Classification) diabetes Uploaded 06-06-2016 by Jan van Rijn
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Flow

weka.END_ND_J48(4)Lin Dong, Eibe Frank, Stefan Kramer: Ensembles of Balanced Nested Dichotomies for Multi-class Problems. In: PKDD, 84-95, 2005. Eibe Frank, Stefan Kramer: Ensembles of nested dichotomies for multi-class problems. In: Twenty-first International Conference on Machine Learning, 2004.
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.END_ND_J48(4)_S1
weka.END_ND_J48(4)_I10
weka.END_ND_J48(4)_Wweka.classifiers.meta.nestedDichotomies.ND
weka.ND_J48(4)_S1
weka.ND_J48(4)_Wweka.classifiers.trees.J48

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

0.7443
Per class
Cross-validation details (10-fold Crossvalidation)
0.7379
Per class
Cross-validation details (10-fold Crossvalidation)
0.4147
Cross-validation details (10-fold Crossvalidation)
241.2932
Cross-validation details (10-fold Crossvalidation)
0.3145
Cross-validation details (10-fold Crossvalidation)
0.4545
Cross-validation details (10-fold Crossvalidation)
768
Per class
Cross-validation details (10-fold Crossvalidation)
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
0.7369
Per class
Cross-validation details (10-fold Crossvalidation)
0.7435
Cross-validation details (10-fold Crossvalidation)
0.9335
Cross-validation details (10-fold Crossvalidation)
0.7435
Per class
Cross-validation details (10-fold Crossvalidation)
0.692
Cross-validation details (10-fold Crossvalidation)
0.4766
Cross-validation details (10-fold Crossvalidation)
0.4462
Cross-validation details (10-fold Crossvalidation)
0.9362
Cross-validation details (10-fold Crossvalidation)
1318.0952
30
Cross-validation details (10-fold Crossvalidation)
10
Cross-validation details (10-fold Crossvalidation)
20
Cross-validation details (10-fold Crossvalidation)