DEVELOPMENT... OpenML
Run
32919

Run 32919

Task 3837 (Supervised Classification) hayes-roth Uploaded 14-10-2014 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
0.9103
Per class
Build CPU time
0.0935
Build memory
420193979.5152
F measure
0.7768
Per class
Kappa
0.5246
KB relative information score
66.0736
Mean absolute error
0.2401
Mean prior absolute error
0.4746
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7779
Per class
Predictive accuracy
0.7803
Prior entropy
0.9635
Recall
0.7803
Per class
Relative absolute error
0.5059
Root mean prior squared error
0.4869
Root mean squared error
0.3482
Root relative squared error
0.715
SciMark benchmark
947.2165