DEVELOPMENT... OpenML
Run
31565

Run 31565

Task 4616 (Supervised Classification) ar4 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
0.8255
Per class
Build CPU time
0.2411
Build memory
51601459.8505
F measure
0.8187
Per class
Kappa
0.3728
KB relative information score
263.89
Mean absolute error
0.2083
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
0.8137
Per class
Predictive accuracy
0.8299
Prior entropy
0.707
Recall
0.8299
Per class
Relative absolute error
0.6772
Root mean prior squared error
0.3899
Root mean squared error
0.3363
Root relative squared error
0.8625
SciMark benchmark
939.0721