DEVELOPMENT... OpenML
Run
32485

Run 32485

Task 3761 (Supervised Classification) hip 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
0.8489
Per class
Build CPU time
0.0577
Build memory
973760078.3704
F measure
0.7772
Per class
Kappa
0.5537
KB relative information score
22.1762
Mean absolute error
0.3117
Mean prior absolute error
0.4993
Number of instances
54
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7787
Per class
Predictive accuracy
0.7778
Prior entropy
0.9991
Recall
0.7778
Per class
Relative absolute error
0.6242
Root mean prior squared error
0.4997
Root mean squared error
0.3899
Root relative squared error
0.7803
SciMark benchmark
944.7003