DEVELOPMENT... OpenML
Run
31765

Run 31765

Task 2079 (Supervised Classification) eucalyptus 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
0.9053
Per class
Build CPU time
2.0552
Build memory
808120985.2609
F measure
0.6501
Per class
Kappa
0.5534
KB relative information score
412.4109
Mean absolute error
0.1738
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
0.6531
Per class
Predictive accuracy
0.6535
Prior entropy
2.2629
Recall
0.6535
Per class
Relative absolute error
0.555
Root mean prior squared error
0.3957
Root mean squared error
0.2963
Root relative squared error
0.7487
SciMark benchmark
947.2039