DEVELOPMENT... OpenML
Run
87548

Run 87548

Task 3865 (Supervised Classification) ipums_la_98-small Uploaded 03-12-2014 by Felicia West
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Flow

weka.Bagging_SPegasos(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_SPegasos(2)_I10
weka.Bagging_SPegasos(2)_P100
weka.Bagging_SPegasos(2)_S1
weka.Bagging_SPegasos(2)_Wweka.classifiers.functions.SPegasos
weka.Bagging_SPegasos(2)_num-slots1
weka.SPegasos(2)_E500
weka.SPegasos(2)_F0
weka.SPegasos(2)_L1.0E-4

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
0.5594
Per class
Build CPU time
81.5705
Build memory
236818480.4574
F measure
0.8504
Per class
Kappa
0.0478
KB relative information score
1792.3823
Mean absolute error
0.1079
Mean prior absolute error
0.1891
Number of instances
7485
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8504
Per class
Predictive accuracy
0.8937
Prior entropy
0.4871
Recall
0.8937
Per class
Relative absolute error
0.5707
Root mean prior squared error
0.3074
Root mean squared error
0.3187
Root relative squared error
1.0368
SciMark benchmark
941.7913