DEVELOPMENT... OpenML
Run
57545

Run 57545

Task 3856 (Supervised Classification) kdd_ipums_la_97-small Uploaded 13-11-2014 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)_I40
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
0.9924
Per class
Build CPU time
5355.7444
Build memory
1902356618.7936
F measure
0.9769
Per class
Kappa
0.9506
KB relative information score
6531.9754
Mean absolute error
0.0341
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
0.9776
Per class
Predictive accuracy
0.9768
Prior entropy
0.9504
Recall
0.9768
Per class
Relative absolute error
0.0733
Root mean prior squared error
0.4827
Root mean squared error
0.1422
Root relative squared error
0.2946
SciMark benchmark
943.992