DEVELOPMENT... OpenML
Run
199156

Run 199156

Task 4403 (Supervised Classification) bank32nh Uploaded 27-02-2015 by Felicia West
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Flow

weka.SPegasos(5)S. Shalev-Shwartz, Y. Singer, N. Srebro: Pegasos: Primal Estimated sub-GrAdient SOlver for SVM. In: 24th International Conference on MachineLearning, 807-814, 2007.
weka.SPegasos(5)_F0
weka.SPegasos(5)_L1.0E-4
weka.SPegasos(5)_E500

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.

22 Evaluation measures

Area under ROC curve
0.7171
Per class
F measure
0.6867
Per class
Kappa
0.3639
KB relative information score
15665.5745
Mean absolute error
0.325
Mean prior absolute error
0.4281
Number of instances
81920
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7625
Per class
Predictive accuracy
0.675
Prior entropy
0.8937
Recall
0.675
Per class
Relative absolute error
0.7591
Root mean prior squared error
0.4627
Root mean squared error
0.5701
Root relative squared error
1.2322
SciMark benchmark
1318.1432
UserCPU time millis
1650
UserCPU time millis training
1650

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