DEVELOPMENT... OpenML
Run
199056

Run 199056

Task 4353 (Supervised Classification) fri_c3_100_10 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
0.5354
Per class
F measure
0.56
Per class
Kappa
0.0742
KB relative information score
101.8224
Mean absolute error
0.424
Mean prior absolute error
0.4804
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5578
Per class
Predictive accuracy
0.576
Prior entropy
0.9721
Recall
0.576
Per class
Relative absolute error
0.8826
Root mean prior squared error
0.4899
Root mean squared error
0.6512
Root relative squared error
1.3291
SciMark benchmark
1318.1432