DEVELOPMENT... OpenML
Run
81983

Run 81983

Task 3856 (Supervised Classification) kdd_ipums_la_97-small 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)_I80
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
0.9774
Per class
Build CPU time
15.6761
Build memory
1695441590.4431
F measure
0.9621
Per class
Kappa
0.9197
KB relative information score
6109.0083
Mean absolute error
0.0654
Mean prior absolute error
0.466
Number of instances
7019
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.965
Per class
Predictive accuracy
0.9618
Prior entropy
0.9504
Recall
0.9618
Per class
Relative absolute error
0.1405
Root mean prior squared error
0.4827
Root mean squared error
0.1863
Root relative squared error
0.3859
SciMark benchmark
947.4258