DEVELOPMENT... OpenML
Run
83171

Run 83171

Task 3771 (Supervised Classification) chscase_census3 Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I160
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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
0.4418
Per class
Build CPU time
0.3211
Build memory
844308227.2
F measure
0.4502
Per class
Kappa
-0.0983
KB relative information score
-9.357
Mean absolute error
0.508
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
0.4506
Per class
Predictive accuracy
0.455
Prior entropy
0.9989
Recall
0.455
Per class
Relative absolute error
1.0177
Root mean prior squared error
0.4996
Root mean squared error
0.5168
Root relative squared error
1.0344
SciMark benchmark
946.1876