DEVELOPMENT... OpenML
Run
198190

Run 198190

Task 1795 (Supervised Classification) credit-g 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
0.534
Per class
F measure
0.2748
Per class
Kappa
0.0429
KB relative information score
-3133.9566
Mean absolute error
0.6372
Mean prior absolute error
0.4202
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7015
Per class
Predictive accuracy
0.3628
Prior entropy
0.8818
Recall
0.3628
Per class
Relative absolute error
1.5166
Root mean prior squared error
0.4583
Root mean squared error
0.7982
Root relative squared error
1.7419
SciMark benchmark
930.5999
UserCPU time millis
570
UserCPU time millis testing
10
UserCPU time millis training
560