DEVELOPMENT... OpenML
Run
149273

Run 149273

Task 3521 (Supervised Classification) oh15.wc 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
0.9598
Per class
F measure
0.7838
Per class
Kappa
0.7526
KB relative information score
639.8173
Mean absolute error
0.0746
Mean prior absolute error
0.1768
Number of instances
913
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8006
Per class
Predictive accuracy
0.7831
Prior entropy
3.2121
Recall
0.7831
Per class
Relative absolute error
0.4218
Root mean prior squared error
0.2973
Root mean squared error
0.1775
Root relative squared error
0.5972
SciMark benchmark
943.6956
UserCPU time millis
291920
UserCPU time millis testing
190
UserCPU time millis training
291730