Run
503009

Run 503009

Task 1748 (Learning Curve) tic-tac-toe Uploaded 22-12-2015 by Jan van Rijn
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Flow

weka.A2DEUpdateable(1)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.A2DEUpdateable(1)_F1
weka.A2DEUpdateable(1)_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
0.9679 ± 0.0199
Per class
F measure
0.9111 ± 0.0358
Per class
Kappa
0.8004 ± 0.0812
KB relative information score
475.8419 ± 4.6034
Mean absolute error
0.2499 ± 0.0191
Mean prior absolute error
0.453 ± 0.0013
Number of instances
958
Per class
OS information
[Sun Microsystems Inc., 1.6.0_37, amd64, Linux, 3.5.0-54-generic]
Precision
0.917 ± 0.031
Per class
Predictive accuracy
0.9134 ± 0.0336
Prior entropy
0.9312
Recall
0.9134 ± 0.0336
Per class
Relative absolute error
0.5516 ± 0.0414
Root mean prior squared error
0.4759 ± 0.0014
Root mean squared error
0.3046 ± 0.0235
Root relative squared error
0.6402 ± 0.0485
SciMark benchmark
1407.8606