DEVELOPMENT... OpenML
Run
87604

Run 87604

Task 3763 (Supervised Classification) chscase_census6 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
0.494
Per class
Build CPU time
0.2374
Build memory
448953772
F measure
0.4533
Per class
Kappa
0.0006
KB relative information score
39.6139
Mean absolute error
0.4325
Mean prior absolute error
0.4848
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5171
Per class
Predictive accuracy
0.5825
Prior entropy
0.978
Recall
0.5825
Per class
Relative absolute error
0.8922
Root mean prior squared error
0.4923
Root mean squared error
0.6157
Root relative squared error
1.2506
SciMark benchmark
941.7913