DEVELOPMENT... OpenML
Run
28630

Run 28630

Task 4613 (Supervised Classification) usp05-ft 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
0.9507
Per class
Build CPU time
0.0172
Build memory
1618346455.4
F measure
0.8406
Per class
Kappa
0.6048
KB relative information score
328.8353
Mean absolute error
0.0704
Mean prior absolute error
0.1439
Number of instances
720
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8226
Per class
Predictive accuracy
0.8722
Prior entropy
1.4392
Recall
0.8722
Per class
Relative absolute error
0.4892
Root mean prior squared error
0.2584
Root mean squared error
0.1791
Root relative squared error
0.6929
SciMark benchmark
937.9199