DEVELOPMENT... OpenML
Run
21432

Run 21432

Task 27 (Supervised Classification) colic Uploaded 19-06-2014 by Felicia West
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Flow

weka.END_ND_J48(1)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.END_ND_J48(1)_I10
weka.END_ND_J48(1)_S1
weka.END_ND_J48(1)_Wweka.classifiers.meta.nestedDichotomies.ND
weka.J48(1)_C0.25
weka.J48(1)_M2
weka.ND_J48(1)_S1
weka.ND_J48(1)_Wweka.classifiers.trees.J48

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.

19 Evaluation measures

Area under ROC curve
0.7905
Per class
F measure
0.8498
Per class
Kappa
0.6732
KB relative information score
189.9933
Mean absolute error
0.2422
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8545
Per class
Predictive accuracy
0.8533
Prior entropy
0.9509
Recall
0.8533
Per class
Relative absolute error
0.5197
Root mean prior squared error
0.4827
Root mean squared error
0.3593
Root relative squared error
0.7444
SciMark benchmark
941.4741[547.4704052124141012.8541257252805484.10363182779514908.01528932595751754.9271701211055]