DEVELOPMENT... OpenML
Run
198593

Run 198593

Task 3694 (Supervised Classification) fri_c1_100_5 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
0.6121
Per class
F measure
0.6068
Per class
Kappa
0.2357
KB relative information score
26.9634
Mean absolute error
0.36
Mean prior absolute error
0.4951
Number of instances
100
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6626
Per class
Predictive accuracy
0.64
Prior entropy
0.9931
Recall
0.64
Per class
Relative absolute error
0.7271
Root mean prior squared error
0.4975
Root mean squared error
0.6
Root relative squared error
1.206
SciMark benchmark
1304.9611