DEVELOPMENT... OpenML
Run
198972

Run 198972

Task 4267 (Supervised Classification) lupus 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
0.7226
Per class
F measure
0.7407
Per class
Kappa
0.4562
KB relative information score
400.6
Mean absolute error
0.2552
Mean prior absolute error
0.4813
Number of instances
870
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7421
Per class
Predictive accuracy
0.7448
Prior entropy
0.9735
Recall
0.7448
Per class
Relative absolute error
0.5301
Root mean prior squared error
0.4904
Root mean squared error
0.5051
Root relative squared error
1.0301
SciMark benchmark
1313.9994