DEVELOPMENT... OpenML
Run
28543

Run 28543

Task 4348 (Supervised Classification) sleuth_ex1714 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
0.9302
Per class
Build CPU time
0.0034
Build memory
2287299082.5872
F measure
0.8559
Per class
Kappa
0.7071
KB relative information score
290.062
Mean absolute error
0.1943
Mean prior absolute error
0.4894
Number of instances
470
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8585
Per class
Predictive accuracy
0.8553
Prior entropy
0.9852
Recall
0.8553
Per class
Relative absolute error
0.3971
Root mean prior squared error
0.4944
Root mean squared error
0.3256
Root relative squared error
0.6586
SciMark benchmark
947.8373