DEVELOPMENT... OpenML
Run
27162

Run 27162

Task 3881 (Supervised Classification) ipums_la_99-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
0.8863
Per class
Build CPU time
5.3206
Build memory
1163162608.9652
F measure
0.9162
Per class
Kappa
0.154
KB relative information score
-2485.5997
Mean absolute error
0.0963
Mean prior absolute error
0.1203
Number of instances
8844
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9173
Per class
Predictive accuracy
0.9372
Prior entropy
0.3444
Recall
0.9372
Per class
Relative absolute error
0.8002
Root mean prior squared error
0.2452
Root mean squared error
0.223
Root relative squared error
0.9096
SciMark benchmark
945.5146