DEVELOPMENT... OpenML
Run
31103

Run 31103

Task 3763 (Supervised Classification) chscase_census6 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
0.4644
Per class
Build CPU time
0.2055
Build memory
1691896280.8
F measure
0.4537
Per class
Kappa
-0.0396
KB relative information score
-5.8796
Mean absolute error
0.4889
Mean prior absolute error
0.4848
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4635
Per class
Predictive accuracy
0.5575
Prior entropy
0.978
Recall
0.5575
Per class
Relative absolute error
1.0084
Root mean prior squared error
0.4923
Root mean squared error
0.5004
Root relative squared error
1.0166
SciMark benchmark
945.087