DEVELOPMENT... OpenML
Run
86988

Run 86988

Task 259 (Supervised Classification) credit-approval 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
0.9243
Per class
Build CPU time
1.023
Build memory
134218320
F measure
0.8899
Per class
Kappa
0.7798
KB relative information score
166.9737
Mean absolute error
0.141
Mean prior absolute error
0.4978
Number of instances
227
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8908
Per class
Predictive accuracy
0.8899
Prior entropy
0.9913
Recall
0.8899
Per class
Relative absolute error
0.2832
Root mean prior squared error
0.5008
Root mean squared error
0.3066
Root relative squared error
0.6122
SciMark benchmark
926.9748