DEVELOPMENT... OpenML
Run
149186

Run 149186

Task 2074 (Supervised Classification) satimage 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
0.9882
Per class
F measure
0.9051
Per class
Kappa
0.8853
KB relative information score
5553.3974
Mean absolute error
0.0505
Mean prior absolute error
0.2701
Number of instances
6430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9046
Per class
Predictive accuracy
0.9073
Prior entropy
2.4836
Recall
0.9073
Per class
Relative absolute error
0.1869
Root mean prior squared error
0.3675
Root mean squared error
0.1545
Root relative squared error
0.4204
SciMark benchmark
943.2745
UserCPU time millis
10510
UserCPU time millis testing
430
UserCPU time millis training
10080