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Run
198557

Run 198557

Task 3656 (Supervised Classification) diabetes_numeric 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
0.4864
Per class
F measure
0.4651
Per class
Kappa
-0.0249
KB relative information score
-5.8918
Mean absolute error
0.5349
Mean prior absolute error
0.4791
Number of instances
43
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5077
Per class
Predictive accuracy
0.4651
Prior entropy
0.971
Recall
0.4651
Per class
Relative absolute error
1.1165
Root mean prior squared error
0.4889
Root mean squared error
0.7314
Root relative squared error
1.4958
SciMark benchmark
889.3151
UserCPU time millis
10
UserCPU time millis training
10