DEVELOPMENT... OpenML
Run
31764

Run 31764

Task 30 (Supervised Classification) page-blocks 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
0.9895
Per class
Build CPU time
16.3892
Build memory
1180817034.9775
F measure
0.9739
Per class
Kappa
0.8626
KB relative information score
4353.629
Mean absolute error
0.0155
Mean prior absolute error
0.0762
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9736
Per class
Predictive accuracy
0.9744
Prior entropy
0.6391
Recall
0.9744
Per class
Relative absolute error
0.2039
Root mean prior squared error
0.1949
Root mean squared error
0.0893
Root relative squared error
0.4584
SciMark benchmark
943.8898

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