DEVELOPMENT... OpenML
Run
31865

Run 31865

Task 4654 (Supervised Classification) teachingAssistant 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
0.7391
Per class
Build CPU time
0.0949
Build memory
225278899.5709
F measure
0.5303
Per class
Kappa
0.2983
KB relative information score
440.4382
Mean absolute error
0.3488
Mean prior absolute error
0.4443
Number of instances
1510
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.531
Per class
Predictive accuracy
0.5325
Prior entropy
1.5845
Recall
0.5325
Per class
Relative absolute error
0.7851
Root mean prior squared error
0.4713
Root mean squared error
0.4344
Root relative squared error
0.9217
SciMark benchmark
943.3149

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