DEVELOPMENT... OpenML
Run
198797

Run 198797

Task 3902 (Supervised Classification) pc4 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
0.7061
Per class
F measure
0.9025
Per class
Kappa
0.5036
KB relative information score
692.988
Mean absolute error
0.0871
Mean prior absolute error
0.2148
Number of instances
1458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9037
Per class
Predictive accuracy
0.9129
Prior entropy
0.5368
Recall
0.9129
Per class
Relative absolute error
0.4056
Root mean prior squared error
0.3274
Root mean squared error
0.2951
Root relative squared error
0.9015
SciMark benchmark
937.6212
UserCPU time millis
260
UserCPU time millis training
260