DEVELOPMENT... OpenML
Run
29115

Run 29115

Task 4597 (Supervised Classification) hiva_agnostic Uploaded 10-10-2014 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
0.7207
Per class
Build CPU time
774.4002
Build memory
2887294336.9956
F measure
0.9581
Per class
Kappa
0.2627
KB relative information score
-17656.8113
Mean absolute error
0.0537
Mean prior absolute error
0.0682
Number of instances
42290
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9579
Per class
Predictive accuracy
0.967
Prior entropy
0.221
Recall
0.967
Per class
Relative absolute error
0.7872
Root mean prior squared error
0.1844
Root mean squared error
0.1698
Root relative squared error
0.9209
SciMark benchmark
947.0653