DEVELOPMENT... OpenML
Run
198987

Run 198987

Task 4285 (Supervised Classification) fruitfly 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
0.5229
Per class
F measure
0.5384
Per class
Kappa
0.0447
KB relative information score
4.9358
Mean absolute error
0.4656
Mean prior absolute error
0.477
Number of instances
1250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5449
Per class
Predictive accuracy
0.5344
Prior entropy
0.9671
Recall
0.5344
Per class
Relative absolute error
0.976
Root mean prior squared error
0.4882
Root mean squared error
0.6823
Root relative squared error
1.3977
SciMark benchmark
1304.9611