Run
502930

Run 502930

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

weka.A1DEUpdateable(1)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DEUpdateable(1)_F1
weka.A1DEUpdateable(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
0.8367 ± 0.0548
Per class
F measure
0.7232 ± 0.0556
Per class
Kappa
0.3749 ± 0.1237
KB relative information score
260.2648 ± 5.2897
Mean absolute error
0.3376 ± 0.0207
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
0.7268 ± 0.0611
Per class
Predictive accuracy
0.7359 ± 0.0537
Prior entropy
0.9312
Recall
0.7359 ± 0.0537
Per class
Relative absolute error
0.7453 ± 0.0448
Root mean prior squared error
0.4759 ± 0.0014
Root mean squared error
0.3988 ± 0.0234
Root relative squared error
0.838 ± 0.0484
SciMark benchmark
1407.8606