DEVELOPMENT... OpenML
Run
46527

Run 46527

Task 3881 (Supervised Classification) ipums_la_99-small Uploaded 03-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I160
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.88
Per class
Build CPU time
16281.517
Build memory
2445636366.1854
F measure
0.9182
Per class
Kappa
0.1961
KB relative information score
-3247.2899
Mean absolute error
0.0967
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
0.914
Per class
Predictive accuracy
0.935
Prior entropy
0.3444
Recall
0.935
Per class
Relative absolute error
0.8036
Root mean prior squared error
0.2452
Root mean squared error
0.2252
Root relative squared error
0.9185
SciMark benchmark
940.9202