DEVELOPMENT... OpenML
Run
29128

Run 29128

Task 3917 (Supervised Classification) kc1 Uploaded 10-10-2014 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)_I40
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
0.8287
Per class
Build CPU time
2.8555
Build memory
1830262488.9445
F measure
0.8392
Per class
Kappa
0.3232
KB relative information score
275.3262
Mean absolute error
0.1929
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8376
Per class
Predictive accuracy
0.8601
Prior entropy
0.622
Recall
0.8601
Per class
Relative absolute error
0.7373
Root mean prior squared error
0.3615
Root mean squared error
0.3196
Root relative squared error
0.884
SciMark benchmark
930.0991