DEVELOPMENT... OpenML
Run
198198

Run 198198

Task 1801 (Supervised Classification) diabetes 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
0.513
Per class
F measure
0.4949
Per class
Kappa
0.0225
KB relative information score
-674.2258
Mean absolute error
0.5133
Mean prior absolute error
0.4545
Number of instances
3840
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5584
Per class
Predictive accuracy
0.4867
Prior entropy
0.9335
Recall
0.4867
Per class
Relative absolute error
1.1294
Root mean prior squared error
0.4766
Root mean squared error
0.7164
Root relative squared error
1.5031
SciMark benchmark
1313.9994
UserCPU time millis
30
UserCPU time millis training
30