DEVELOPMENT... OpenML
Run
31145

Run 31145

Task 3771 (Supervised Classification) chscase_census3 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
0.4614
Per class
Build CPU time
0.222
Build memory
747914509.6
F measure
0.4721
Per class
Kappa
-0.0536
KB relative information score
-6.3475
Mean absolute error
0.5053
Mean prior absolute error
0.4992
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
0.4733
Per class
Predictive accuracy
0.4775
Prior entropy
0.9989
Recall
0.4775
Per class
Relative absolute error
1.0123
Root mean prior squared error
0.4996
Root mean squared error
0.5123
Root relative squared error
1.0254
SciMark benchmark
933.0648