DEVELOPMENT... OpenML
Run
149155

Run 149155

Task 206 (Supervised Classification) BNG(tic-tac-toe) 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
0.8156
Per class
F measure
0.7812
Per class
Kappa
0.5106
KB relative information score
14258.9991
Mean absolute error
0.298
Mean prior absolute error
0.4532
Number of instances
39366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7811
Per class
Predictive accuracy
0.7854
Prior entropy
0.9315
Recall
0.7854
Per class
Relative absolute error
0.6575
Root mean prior squared error
0.476
Root mean squared error
0.3986
Root relative squared error
0.8374
SciMark benchmark
923.3111
UserCPU time millis
610
UserCPU time millis testing
320
UserCPU time millis training
290

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