DEVELOPMENT... OpenML
Run
199041

Run 199041

Task 4341 (Supervised Classification) strikes 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
0.6169
Per class
F measure
0.6043
Per class
Kappa
0.2331
KB relative information score
1443.5572
Mean absolute error
0.3845
Mean prior absolute error
0.5
Number of instances
6250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6323
Per class
Predictive accuracy
0.6155
Prior entropy
1
Recall
0.6155
Per class
Relative absolute error
0.769
Root mean prior squared error
0.5
Root mean squared error
0.6201
Root relative squared error
1.2402
SciMark benchmark
940.3347
UserCPU time millis
30
UserCPU time millis training
30