DEVELOPMENT... OpenML
Run
143715

Run 143715

Task 206 (Supervised Classification) BNG(tic-tac-toe) Uploaded 31-01-2015 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.

22 Evaluation measures

Area under ROC curve
0.8239
Per class
F measure
0.7606
Per class
Kappa
0.4616
KB relative information score
11681.9923
Mean absolute error
0.3267
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
0.7625
Per class
Predictive accuracy
0.7683
Prior entropy
0.9315
Recall
0.7683
Per class
Relative absolute error
0.7207
Root mean prior squared error
0.476
Root mean squared error
0.3987
Root relative squared error
0.8375
SciMark benchmark
915.2795
UserCPU time millis
370
UserCPU time millis testing
310
UserCPU time millis training
60