DEVELOPMENT... OpenML
Run
30180

Run 30180

Task 4363 (Supervised Classification) fri_c3_250_10 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)_I80
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
0.9523
Per class
Build CPU time
0.1428
Build memory
152005226.56
F measure
0.8922
Per class
Kappa
0.7828
KB relative information score
1656.3548
Mean absolute error
0.1807
Mean prior absolute error
0.4968
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8926
Per class
Predictive accuracy
0.8924
Prior entropy
0.9955
Recall
0.8924
Per class
Relative absolute error
0.3638
Root mean prior squared error
0.4984
Root mean squared error
0.2869
Root relative squared error
0.5756
SciMark benchmark
941.8649