DEVELOPMENT... OpenML
Run
149635

Run 149635

Task 3890 (Supervised Classification) ada_prior 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
0.8256
Per class
F measure
0.8347
Per class
Kappa
0.5386
KB relative information score
1718.8768
Mean absolute error
0.2333
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8366
Per class
Predictive accuracy
0.8439
Prior entropy
0.8085
Recall
0.8439
Per class
Relative absolute error
0.6252
Root mean prior squared error
0.4319
Root mean squared error
0.3514
Root relative squared error
0.8135
SciMark benchmark
904.3001
UserCPU time millis
160
UserCPU time millis testing
40
UserCPU time millis training
120