DEVELOPMENT... OpenML
Run
31954

Run 31954

Task 3646 (Supervised Classification) rabe_265 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
0.7032
Per class
Build CPU time
0.0773
Build memory
63649896.1569
F measure
0.6973
Per class
Kappa
0.3704
KB relative information score
10.9952
Mean absolute error
0.3907
Mean prior absolute error
0.485
Number of instances
51
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7033
Per class
Predictive accuracy
0.7059
Prior entropy
0.9791
Recall
0.7059
Per class
Relative absolute error
0.8055
Root mean prior squared error
0.4922
Root mean squared error
0.4631
Root relative squared error
0.9409
SciMark benchmark
932.6786