DEVELOPMENT... OpenML
Run
28738

Run 28738

Task 4624 (Supervised Classification) pc2 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
0.7518
Per class
Build CPU time
6.0616
Build memory
5184497310.4342
F measure
0.9938
Per class
Kappa
-0.0002
KB relative information score
-125974.5319
Mean absolute error
0.0075
Mean prior absolute error
0.0084
Number of instances
55890
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9918
Per class
Predictive accuracy
0.9958
Prior entropy
0.0399
Recall
0.9958
Per class
Relative absolute error
0.9009
Root mean prior squared error
0.064
Root mean squared error
0.0638
Root relative squared error
0.9959
SciMark benchmark
897.4125