DEVELOPMENT... OpenML
Run
198491

Run 198491

Task 3592 (Supervised Classification) fri_c2_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
0.6375
Per class
F measure
0.6092
Per class
Kappa
0.2529
KB relative information score
17.3753
Mean absolute error
0.39
Mean prior absolute error
0.4804
Number of instances
100
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6648
Per class
Predictive accuracy
0.61
Prior entropy
0.9721
Recall
0.61
Per class
Relative absolute error
0.8118
Root mean prior squared error
0.4899
Root mean squared error
0.6245
Root relative squared error
1.2747
SciMark benchmark
1318.1432