DEVELOPMENT... OpenML
Run
104652

Run 104652

Task 279 (Supervised Classification) tic-tac-toe Uploaded 08-12-2014 by Felicia West
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Flow

weka.A2DE(2)Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive {Bayesian} classification. Machine Learning. 86(2):233-272.
weka.A2DE(2)_F1
weka.A2DE(2)_M1.0

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
0.9732
Per class
Build CPU time
0.002
Build memory
1576731088
F measure
0.8794
Per class
Kappa
0.7413
KB relative information score
163.179
Mean absolute error
0.2576
Mean prior absolute error
0.4641
Number of instances
316
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8907
Per class
Predictive accuracy
0.8829
Prior entropy
0.9312
Recall
0.8829
Per class
Relative absolute error
0.555
Root mean prior squared error
0.4874
Root mean squared error
0.3151
Root relative squared error
0.6465
SciMark benchmark
940.9967