DEVELOPMENT... OpenML
Run
31385

Run 31385

Task 4586 (Supervised Classification) ipums_la_99-small 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
0.8902
Per class
Build CPU time
20.4558
Build memory
810881016.1784
F measure
0.915
Per class
Kappa
0.1369
KB relative information score
-25396.2491
Mean absolute error
0.0967
Mean prior absolute error
0.1203
Number of instances
88440
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9177
Per class
Predictive accuracy
0.9373
Prior entropy
0.3444
Recall
0.9373
Per class
Relative absolute error
0.8035
Root mean prior squared error
0.2452
Root mean squared error
0.2213
Root relative squared error
0.9029
SciMark benchmark
938.6308