DEVELOPMENT... OpenML
Run
31027

Run 31027

Task 1942 (Supervised Classification) BNG(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
0.8605
Per class
Build CPU time
15.2847
Build memory
1289620109.8059
F measure
0.7933
Per class
Kappa
0.5374
KB relative information score
154538.1251
Mean absolute error
0.2845
Mean prior absolute error
0.4532
Number of instances
393660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7936
Per class
Predictive accuracy
0.7974
Prior entropy
0.9315
Recall
0.7974
Per class
Relative absolute error
0.6277
Root mean prior squared error
0.476
Root mean squared error
0.3763
Root relative squared error
0.7906
SciMark benchmark
945.4494