DEVELOPMENT... OpenML
Run
198513

Run 198513

Task 3614 (Supervised Classification) analcatdata_wildcat 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
0.5547
Per class
F measure
0.6595
Per class
Kappa
0.1299
KB relative information score
34.1036
Mean absolute error
0.3006
Mean prior absolute error
0.4115
Number of instances
163
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.656
Per class
Predictive accuracy
0.6994
Prior entropy
0.8699
Recall
0.6994
Per class
Relative absolute error
0.7306
Root mean prior squared error
0.453
Root mean squared error
0.5483
Root relative squared error
1.2103
SciMark benchmark
940.3347
UserCPU time millis
10
UserCPU time millis training
10