DEVELOPMENT... OpenML
Run
27368

Run 27368

Task 3913 (Supervised Classification) kc2 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
0.8194
Per class
Build CPU time
0.2006
Build memory
1484680874.3602
F measure
0.8312
Per class
Kappa
0.4536
KB relative information score
147.9295
Mean absolute error
0.2122
Mean prior absolute error
0.3266
Number of instances
522
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8299
Per class
Predictive accuracy
0.8429
Prior entropy
0.734
Recall
0.8429
Per class
Relative absolute error
0.6497
Root mean prior squared error
0.4037
Root mean squared error
0.3403
Root relative squared error
0.843
SciMark benchmark
940.1821