DEVELOPMENT... OpenML
Run
32520

Run 32520

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)_I160
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
0.861
Per class
Build CPU time
31.7809
Build memory
1700142763.8055
F measure
0.7936
Per class
Kappa
0.5381
KB relative information score
154557.0276
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
0.7939
Per class
Predictive accuracy
0.7977
Prior entropy
0.9315
Recall
0.7977
Per class
Relative absolute error
0.6278
Root mean prior squared error
0.476
Root mean squared error
0.3761
Root relative squared error
0.79
SciMark benchmark
943.148