DEVELOPMENT... OpenML
Run
30485

Run 30485

Task 49 (Supervised Classification) tic-tac-toe Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I80
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9933
Per class
Build CPU time
0.2152
Build memory
920092747.3737
F measure
0.9523
Per class
Kappa
0.8935
KB relative information score
627.2713
Mean absolute error
0.1795
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
0.9549
Per class
Predictive accuracy
0.953
Prior entropy
0.9312
Recall
0.953
Per class
Relative absolute error
0.3962
Root mean prior squared error
0.4759
Root mean squared error
0.2386
Root relative squared error
0.5014
SciMark benchmark
946.9089

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