DEVELOPMENT... OpenML
Run
28656

Run 28656

Task 4616 (Supervised Classification) ar4 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)_I40
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
0.8175
Per class
Build CPU time
0.0723
Build memory
5028843018.2729
F measure
0.8259
Per class
Kappa
0.3982
KB relative information score
254.0632
Mean absolute error
0.2101
Mean prior absolute error
0.3076
Number of instances
1070
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8216
Per class
Predictive accuracy
0.8364
Prior entropy
0.707
Recall
0.8364
Per class
Relative absolute error
0.6831
Root mean prior squared error
0.3899
Root mean squared error
0.3392
Root relative squared error
0.87
SciMark benchmark
890.3691