DEVELOPMENT... OpenML
Run
26441

Run 26441

Task 206 (Supervised Classification) BNG(tic-tac-toe) Uploaded 08-10-2014 by Felicia West
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Flow

weka.J48(3)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(3)_C0.25
weka.J48(3)_M2

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.

21 Evaluation measures

Area under ROC curve
0.8156
Per class
Build CPU time
0.1952
Build memory
386752354.8955
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
943.7464