DEVELOPMENT... OpenML
Run
198659

Run 198659

Task 3754 (Supervised Classification) sleuth_case1202 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
0.8216
Per class
F measure
0.8089
Per class
Kappa
0.612
KB relative information score
54.1758
Mean absolute error
0.1935
Mean prior absolute error
0.475
Number of instances
93
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.83
Per class
Predictive accuracy
0.8065
Prior entropy
0.9645
Recall
0.8065
Per class
Relative absolute error
0.4074
Root mean prior squared error
0.4871
Root mean squared error
0.4399
Root relative squared error
0.9032
SciMark benchmark
1336.3256