DEVELOPMENT... OpenML
Run
28555

Run 28555

Task 4604 (Supervised Classification) mozilla4 Uploaded 09-10-2014 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)_I20
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
0.9781
Per class
Build CPU time
4.6298
Build memory
1521253646.1855
F measure
0.951
Per class
Kappa
0.8874
KB relative information score
130107.7939
Mean absolute error
0.0765
Mean prior absolute error
0.4412
Number of instances
155450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9533
Per class
Predictive accuracy
0.9518
Prior entropy
0.9135
Recall
0.9518
Per class
Relative absolute error
0.1733
Root mean prior squared error
0.4697
Root mean squared error
0.1957
Root relative squared error
0.4166
SciMark benchmark
922.999