DEVELOPMENT... OpenML
Run
59901

Run 59901

Task 3881 (Supervised Classification) ipums_la_99-small Uploaded 15-11-2014 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)_I10
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
0.8569
Per class
Build CPU time
1063.5132
Build memory
297668022.6088
F measure
0.9195
Per class
Kappa
0.2214
KB relative information score
-3344.9931
Mean absolute error
0.097
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
0.9146
Per class
Predictive accuracy
0.9342
Prior entropy
0.3444
Recall
0.9342
Per class
Relative absolute error
0.8067
Root mean prior squared error
0.2452
Root mean squared error
0.2309
Root relative squared error
0.9421
SciMark benchmark
939.4026