DEVELOPMENT... OpenML
Run
104629

Run 104629

Task 49 (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
0.9724
Per class
Build CPU time
0.0072
Build memory
683072789.5115
F measure
0.9111
Per class
Kappa
0.8004
KB relative information score
480.6185
Mean absolute error
0.2483
Mean prior absolute error
0.453
Number of instances
958
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.917
Per class
Predictive accuracy
0.9134
Prior entropy
0.9312
Recall
0.9134
Per class
Relative absolute error
0.5481
Root mean prior squared error
0.4759
Root mean squared error
0.3013
Root relative squared error
0.6332
SciMark benchmark
945.7844