DEVELOPMENT... OpenML
Run
198999

Run 198999

Task 4300 (Supervised Classification) visualizing_slope 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
0.893
Per class
F measure
0.8958
Per class
Kappa
0.781
KB relative information score
339.9638
Mean absolute error
0.1045
Mean prior absolute error
0.4753
Number of instances
440
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8964
Per class
Predictive accuracy
0.8955
Prior entropy
0.9656
Recall
0.8955
Per class
Relative absolute error
0.22
Root mean prior squared error
0.4869
Root mean squared error
0.3233
Root relative squared error
0.664
SciMark benchmark
940.3347