DEVELOPMENT... OpenML
Run
28859

Run 28859

Task 2079 (Supervised Classification) eucalyptus Uploaded 09-10-2014 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
0.9024
Per class
Build CPU time
0.6279
Build memory
639510864.5109
F measure
0.6465
Per class
Kappa
0.5487
KB relative information score
413.6578
Mean absolute error
0.173
Mean prior absolute error
0.3132
Number of instances
736
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6482
Per class
Predictive accuracy
0.6495
Prior entropy
2.2629
Recall
0.6495
Per class
Relative absolute error
0.5524
Root mean prior squared error
0.3957
Root mean squared error
0.2975
Root relative squared error
0.7519
SciMark benchmark
904.366