DEVELOPMENT... OpenML
Run
30335

Run 30335

Task 3865 (Supervised Classification) ipums_la_98-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
0.8512
Per class
Build CPU time
24.9413
Build memory
129960213.7908
F measure
0.8596
Per class
Kappa
0.116
KB relative information score
-1611.7374
Mean absolute error
0.1529
Mean prior absolute error
0.1891
Number of instances
7485
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8649
Per class
Predictive accuracy
0.8961
Prior entropy
0.4871
Recall
0.8961
Per class
Relative absolute error
0.8087
Root mean prior squared error
0.3074
Root mean squared error
0.2791
Root relative squared error
0.908
SciMark benchmark
944.5461