DEVELOPMENT... OpenML
Run
29740

Run 29740

Task 206 (Supervised Classification) BNG(tic-tac-toe) Uploaded 12-10-2014 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)_I40
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
0.8595
Per class
Build CPU time
8.9325
Build memory
1165538322.0131
F measure
0.7922
Per class
Kappa
0.535
KB relative information score
15436.8623
Mean absolute error
0.2844
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
0.7923
Per class
Predictive accuracy
0.7962
Prior entropy
0.9315
Recall
0.7962
Per class
Relative absolute error
0.6275
Root mean prior squared error
0.476
Root mean squared error
0.377
Root relative squared error
0.792
SciMark benchmark
924.9972