DEVELOPMENT... OpenML
Run
30827

Run 30827

Task 4475 (Supervised Classification) chscase_census4 Uploaded 13-10-2014 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)_I80
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
0.4767
Per class
Build CPU time
0.1973
Build memory
857075225.52
F measure
0.477
Per class
Kappa
-0.0454
KB relative information score
-36.834
Mean absolute error
0.5031
Mean prior absolute error
0.4996
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
0.4775
Per class
Predictive accuracy
0.4795
Prior entropy
0.9994
Recall
0.4795
Per class
Relative absolute error
1.0072
Root mean prior squared error
0.4998
Root mean squared error
0.5086
Root relative squared error
1.0176
SciMark benchmark
945.7451