DEVELOPMENT... OpenML
Run
199027

Run 199027

Task 4324 (Supervised Classification) wisconsin 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
0.5377
Per class
F measure
0.5287
Per class
Kappa
0.0741
KB relative information score
108.3979
Mean absolute error
0.4686
Mean prior absolute error
0.4974
Number of instances
1940
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5417
Per class
Predictive accuracy
0.5314
Prior entropy
0.9963
Recall
0.5314
Per class
Relative absolute error
0.942
Root mean prior squared error
0.4987
Root mean squared error
0.6845
Root relative squared error
1.3726
SciMark benchmark
1404.1865
UserCPU time millis
20
UserCPU time millis training
20