DEVELOPMENT... OpenML
Run
199105

Run 199105

Task 4406 (Supervised Classification) sleuth_case1102 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
0.4667
Per class
F measure
0.4752
Per class
Kappa
-0.0678
KB relative information score
-18.7131
Mean absolute error
0.5176
Mean prior absolute error
0.4935
Number of instances
340
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4728
Per class
Predictive accuracy
0.4824
Prior entropy
0.9911
Recall
0.4824
Per class
Relative absolute error
1.049
Root mean prior squared error
0.4965
Root mean squared error
0.7195
Root relative squared error
1.449
SciMark benchmark
1404.1865