DEVELOPMENT... OpenML
Run
27466

Run 27466

Task 4443 (Supervised Classification) rabe_131 Uploaded 08-10-2014 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
0.9762
Per class
Build CPU time
0.0031
Build memory
1101565468
F measure
0.9739
Per class
Kappa
0.9462
KB relative information score
465.4964
Mean absolute error
0.0343
Mean prior absolute error
0.4877
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9751
Per class
Predictive accuracy
0.974
Prior entropy
0.9829
Recall
0.974
Per class
Relative absolute error
0.0703
Root mean prior squared error
0.4936
Root mean squared error
0.1578
Root relative squared error
0.3196
SciMark benchmark
921.41