DEVELOPMENT... OpenML
Run
149270

Run 149270

Task 3505 (Supervised Classification) codrna 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
0.9791
Per class
F measure
0.9697
Per class
Kappa
0.932
KB relative information score
445997.3071
Mean absolute error
0.0399
Mean prior absolute error
0.4444
Number of instances
488565
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9699
Per class
Predictive accuracy
0.9696
Prior entropy
0.9183
Recall
0.9696
Per class
Relative absolute error
0.0897
Root mean prior squared error
0.4714
Root mean squared error
0.1637
Root relative squared error
0.3472
SciMark benchmark
929.0255
UserCPU time millis
634290
UserCPU time millis testing
7880
UserCPU time millis training
626410