DEVELOPMENT... OpenML
Run
80595

Run 80595

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

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I10
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_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
0.5203
Per class
Build CPU time
0.0274
Build memory
2417123418.4
F measure
0.4929
Per class
Kappa
-0.0024
KB relative information score
4.3313
Mean absolute error
0.4948
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
0.4995
Per class
Predictive accuracy
0.505
Prior entropy
0.9989
Recall
0.505
Per class
Relative absolute error
0.9911
Root mean prior squared error
0.4996
Root mean squared error
0.5304
Root relative squared error
1.0617
SciMark benchmark
949.2096