DEVELOPMENT... OpenML
Run
149677

Run 149677

Task 3894 (Supervised Classification) gina_prior2 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
0.9901
Per class
F measure
0.9057
Per class
Kappa
0.8952
KB relative information score
2856.6166
Mean absolute error
0.0535
Mean prior absolute error
0.1799
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9061
Per class
Predictive accuracy
0.9057
Prior entropy
3.3188
Recall
0.9057
Per class
Relative absolute error
0.2976
Root mean prior squared error
0.2999
Root mean squared error
0.1374
Root relative squared error
0.4582
SciMark benchmark
929.0255
UserCPU time millis
187860
UserCPU time millis testing
550
UserCPU time millis training
187310