DEVELOPMENT... OpenML
Run
26674

Run 26674

Task 4352 (Supervised Classification) rabe_266 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
0.9861
Per class
Build CPU time
0.011
Build memory
29109230.4
F measure
0.94
Per class
Kappa
0.88
KB relative information score
1009.5963
Mean absolute error
0.0834
Mean prior absolute error
0.4988
Number of instances
1200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9411
Per class
Predictive accuracy
0.94
Prior entropy
0.9983
Recall
0.94
Per class
Relative absolute error
0.1672
Root mean prior squared error
0.4994
Root mean squared error
0.2064
Root relative squared error
0.4134
SciMark benchmark
945.3601