DEVELOPMENT... OpenML
Run
28017

Run 28017

Task 4275 (Supervised Classification) biomed 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
0.9536
Per class
Build CPU time
0.0254
Build memory
1672405692.4479
F measure
0.9119
Per class
Kappa
0.8068
KB relative information score
1457.2294
Mean absolute error
0.1488
Mean prior absolute error
0.4605
Number of instances
2090
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9132
Per class
Predictive accuracy
0.9129
Prior entropy
0.9428
Recall
0.9129
Per class
Relative absolute error
0.3232
Root mean prior squared error
0.4797
Root mean squared error
0.2644
Root relative squared error
0.5513
SciMark benchmark
945.6271

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