DEVELOPMENT... OpenML
Run
18325

Run 18325

Task 47 (Supervised Classification) tae Uploaded 10-06-2014 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
0.6656
Per class
F measure
0.5142
Per class
Kappa
0.2763
KB relative information score
34.5605
Mean absolute error
0.3792
Mean prior absolute error
0.4443
Number of instances
151
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5223
Per class
Predictive accuracy
0.5166
Prior entropy
1.5845
Recall
0.5166
Per class
Relative absolute error
0.8534
Root mean prior squared error
0.4713
Root mean squared error
0.4571
Root relative squared error
0.9697
SciMark benchmark
945.9371[568.15657261516061013.3868112175512481.9307652369574909.59057174132591756.6205822745662]