DEVELOPMENT... OpenML
Run
198464

Run 198464

Task 3562 (Supervised Classification) lupus Uploaded 27-02-2015 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.7379
Per class
F measure
0.7656
Per class
Kappa
0.5117
KB relative information score
46.8103
Mean absolute error
0.2184
Mean prior absolute error
0.4813
Number of instances
87
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8081
Per class
Predictive accuracy
0.7816
Prior entropy
0.9735
Recall
0.7816
Per class
Relative absolute error
0.4537
Root mean prior squared error
0.4904
Root mean squared error
0.4673
Root relative squared error
0.953
SciMark benchmark
1363.454