DEVELOPMENT... OpenML
Run
58626

Run 58626

Task 3865 (Supervised Classification) ipums_la_98-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)_I20
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
0.8328
Per class
Build CPU time
1808.333
Build memory
765078576.8828
F measure
0.8617
Per class
Kappa
0.1694
KB relative information score
-1596.0907
Mean absolute error
0.1575
Mean prior absolute error
0.1891
Number of instances
7485
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8512
Per class
Predictive accuracy
0.8843
Prior entropy
0.4871
Recall
0.8843
Per class
Relative absolute error
0.8328
Root mean prior squared error
0.3074
Root mean squared error
0.2914
Root relative squared error
0.9478
SciMark benchmark
1035.3076