DEVELOPMENT... OpenML
Run
26948

Run 26948

Task 4627 (Supervised Classification) desharnais 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
0.7975
Per class
Build CPU time
0.0134
Build memory
239083235.042
F measure
0.7095
Per class
Kappa
0.4798
KB relative information score
293.9975
Mean absolute error
0.2684
Mean prior absolute error
0.3804
Number of instances
810
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7088
Per class
Predictive accuracy
0.7148
Prior entropy
1.3765
Recall
0.7148
Per class
Relative absolute error
0.7056
Root mean prior squared error
0.4348
Root mean squared error
0.375
Root relative squared error
0.8624
SciMark benchmark
948.7096