DEVELOPMENT... OpenML
Run
26852

Run 26852

Task 4620 (Supervised Classification) kc3 Uploaded 08-10-2014 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
0.8077
Per class
Build CPU time
0.209
Build memory
628527626.3406
F measure
0.8838
Per class
Kappa
0.2222
KB relative information score
-415.3518
Mean absolute error
0.1332
Mean prior absolute error
0.1716
Number of instances
4580
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.877
Per class
Predictive accuracy
0.9028
Prior entropy
0.4551
Recall
0.9028
Per class
Relative absolute error
0.7762
Root mean prior squared error
0.2917
Root mean squared error
0.2694
Root relative squared error
0.9235
SciMark benchmark
940.5568