DEVELOPMENT... OpenML
Run
149207

Run 149207

Task 2257 (Supervised Classification) BNG(cylinder-bands) 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
0.8406
Per class
F measure
0.8015
Per class
Kappa
0.5929
KB relative information score
441325.893
Mean absolute error
0.2885
Mean prior absolute error
0.4878
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
0.8014
Per class
Predictive accuracy
0.8016
Prior entropy
0.9823
Recall
0.8016
Per class
Relative absolute error
0.5913
Root mean prior squared error
0.4939
Root mean squared error
0.3901
Root relative squared error
0.7898
SciMark benchmark
923.9763
UserCPU time millis
2064510
UserCPU time millis testing
7610
UserCPU time millis training
2056900