DEVELOPMENT... OpenML
Run
149247

Run 149247

Task 3498 (Supervised Classification) pasture Uploaded 08-02-2015 by Felicia West
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Flow

weka.END_ND_J48(2)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(3)_C0.25
weka.J48(3)_M2
weka.END_ND_J48(2)_S1
weka.END_ND_J48(2)_I10
weka.END_ND_J48(2)_Wweka.classifiers.meta.nestedDichotomies.ND
weka.ND_J48(2)_S1
weka.ND_J48(2)_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

Area under ROC curve
0.86
Per class
F measure
0.6582
Per class
Kappa
0.5
KB relative information score
20.6068
Mean absolute error
0.2135
Mean prior absolute error
0.4444
Number of instances
36
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6595
Per class
Predictive accuracy
0.6667
Prior entropy
1.585
Recall
0.6667
Per class
Relative absolute error
0.4803
Root mean prior squared error
0.4714
Root mean squared error
0.366
Root relative squared error
0.7764
SciMark benchmark
929.0255
UserCPU time millis
10
UserCPU time millis testing
10