DEVELOPMENT... OpenML
Run
198566

Run 198566

Task 3663 (Supervised Classification) cholesterol 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
0.4998
Per class
F measure
0.3154
Per class
Kappa
-0.0003
KB relative information score
-31.3719
Mean absolute error
0.5446
Mean prior absolute error
0.4955
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5032
Per class
Predictive accuracy
0.4554
Prior entropy
0.9935
Recall
0.4554
Per class
Relative absolute error
1.0991
Root mean prior squared error
0.4977
Root mean squared error
0.7379
Root relative squared error
1.4827
SciMark benchmark
940.3347
UserCPU time millis
40
UserCPU time millis testing
10
UserCPU time millis training
30