DEVELOPMENT... OpenML
Run
198484

Run 198484

Task 3585 (Supervised Classification) veteran 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
0.7029
Per class
F measure
0.6904
Per class
Kappa
0.3524
KB relative information score
28.6422
Mean absolute error
0.3212
Mean prior absolute error
0.4317
Number of instances
137
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7427
Per class
Predictive accuracy
0.6788
Prior entropy
0.9006
Recall
0.6788
Per class
Relative absolute error
0.7439
Root mean prior squared error
0.4641
Root mean squared error
0.5667
Root relative squared error
1.2212
SciMark benchmark
940.3347
UserCPU time millis
20
UserCPU time millis training
20