DEVELOPMENT... OpenML
Run
30047

Run 30047

Task 3837 (Supervised Classification) hayes-roth 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)_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
0.9118
Per class
Build CPU time
0.0295
Build memory
581247489.2727
F measure
0.7697
Per class
Kappa
0.51
KB relative information score
66.1796
Mean absolute error
0.2391
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
0.77
Per class
Predictive accuracy
0.7727
Prior entropy
0.9635
Recall
0.7727
Per class
Relative absolute error
0.5038
Root mean prior squared error
0.4869
Root mean squared error
0.3503
Root relative squared error
0.7195
SciMark benchmark
930.3742