DEVELOPMENT... OpenML
Run
27675

Run 27675

Task 4474 (Supervised Classification) chscase_census5 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
0.4832
Per class
Build CPU time
0.0561
Build memory
3703778500.72
F measure
0.4918
Per class
Kappa
-0.013
KB relative information score
-34.1529
Mean absolute error
0.503
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
0.4939
Per class
Predictive accuracy
0.4973
Prior entropy
0.9991
Recall
0.4973
Per class
Relative absolute error
1.0072
Root mean prior squared error
0.4997
Root mean squared error
0.515
Root relative squared error
1.0306
SciMark benchmark
901.8997