DEVELOPMENT... OpenML
Run
29390

Run 29390

Task 4474 (Supervised Classification) chscase_census5 Uploaded 11-10-2014 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
0.4866
Per class
Build CPU time
0.1091
Build memory
252938215.44
F measure
0.496
Per class
Kappa
-0.0001
KB relative information score
-29.6856
Mean absolute error
0.5027
Mean prior absolute error
0.4994
Number of instances
4000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5005
Per class
Predictive accuracy
0.5045
Prior entropy
0.9991
Recall
0.5045
Per class
Relative absolute error
1.0066
Root mean prior squared error
0.4997
Root mean squared error
0.512
Root relative squared error
1.0247
SciMark benchmark
941.8882