DEVELOPMENT... OpenML
Run
27731

Run 27731

Task 4222 (Supervised Classification) ipums_la_97-small 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
0.7822
Per class
Build CPU time
5.1168
Build memory
1490283232.913
F measure
0.3971
Per class
Kappa
0.3002
KB relative information score
24209.3414
Mean absolute error
0.1613
Mean prior absolute error
0.2082
Number of instances
70190
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3896
Per class
Predictive accuracy
0.4384
Prior entropy
2.7591
Recall
0.4384
Per class
Relative absolute error
0.7748
Root mean prior squared error
0.3226
Root mean squared error
0.3063
Root relative squared error
0.9496
SciMark benchmark
944.8173