DEVELOPMENT... OpenML
Run
29400

Run 29400

Task 4476 (Supervised Classification) chscase_census3 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
0.4639
Per class
Build CPU time
0.1004
Build memory
226509278.08
F measure
0.4746
Per class
Kappa
-0.0492
KB relative information score
-66.1544
Mean absolute error
0.5056
Mean prior absolute error
0.4992
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
0.4756
Per class
Predictive accuracy
0.4795
Prior entropy
0.9989
Recall
0.4795
Per class
Relative absolute error
1.0129
Root mean prior squared error
0.4996
Root mean squared error
0.5132
Root relative squared error
1.0273
SciMark benchmark
944.8073