DEVELOPMENT... OpenML
Run
198658

Run 198658

Task 3753 (Supervised Classification) cloud 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
0.5074
Per class
F measure
0.6063
Per class
Kappa
0.0187
KB relative information score
18.0265
Mean absolute error
0.3241
Mean prior absolute error
0.4185
Number of instances
108
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5963
Per class
Predictive accuracy
0.6759
Prior entropy
0.8813
Recall
0.6759
Per class
Relative absolute error
0.7743
Root mean prior squared error
0.4566
Root mean squared error
0.5693
Root relative squared error
1.2467
SciMark benchmark
1442.7264