DEVELOPMENT... OpenML
Run
199237

Run 199237

Task 4540 (Supervised Classification) squash-stored 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
0.7361
Per class
F measure
0.7426
Per class
Kappa
0.4766
KB relative information score
248.8389
Mean absolute error
0.2558
Mean prior absolute error
0.4936
Number of instances
520
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7434
Per class
Predictive accuracy
0.7442
Prior entropy
0.9911
Recall
0.7442
Per class
Relative absolute error
0.5182
Root mean prior squared error
0.4967
Root mean squared error
0.5057
Root relative squared error
1.0183
SciMark benchmark
1325.2092