DEVELOPMENT... OpenML
Run
198442

Run 198442

Task 3542 (Supervised Classification) analcatdata_lawsuit 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
0.8907
Per class
F measure
0.9767
Per class
Kappa
0.8212
KB relative information score
196.0691
Mean absolute error
0.0227
Mean prior absolute error
0.1363
Number of instances
264
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9765
Per class
Predictive accuracy
0.9773
Prior entropy
0.385
Recall
0.9773
Per class
Relative absolute error
0.1667
Root mean prior squared error
0.2585
Root mean squared error
0.1508
Root relative squared error
0.5833
SciMark benchmark
1312.3073