DEVELOPMENT... OpenML
Run
149157

Run 149157

Task 156 (Supervised Classification) BNG(segment) Uploaded 07-02-2015 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
0.9847
Per class
F measure
0.8783
Per class
Kappa
0.8575
KB relative information score
849729.7389
Mean absolute error
0.0515
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8795
Per class
Predictive accuracy
0.8778
Prior entropy
2.8074
Recall
0.8778
Per class
Relative absolute error
0.2104
Root mean prior squared error
0.3499
Root mean squared error
0.1577
Root relative squared error
0.4506
SciMark benchmark
935.8834
UserCPU time millis
901430
UserCPU time millis testing
74020
UserCPU time millis training
827410