DEVELOPMENT... OpenML
Run
87688

Run 87688

Task 3794 (Supervised Classification) disclosure_z 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
0.5821
Per class
Build CPU time
0.2257
Build memory
250972099.71
F measure
0.5414
Per class
Kappa
0.0974
KB relative information score
69.9803
Mean absolute error
0.4479
Mean prior absolute error
0.4987
Number of instances
662
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5558
Per class
Predictive accuracy
0.5574
Prior entropy
0.9981
Recall
0.5574
Per class
Relative absolute error
0.8981
Root mean prior squared error
0.4993
Root mean squared error
0.5604
Root relative squared error
1.1223
SciMark benchmark
943.4668