DEVELOPMENT... OpenML
Run
199048

Run 199048

Task 4351 (Supervised Classification) rabe_265 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
0.641
Per class
F measure
0.6538
Per class
Kappa
0.2835
KB relative information score
142.0393
Mean absolute error
0.3451
Mean prior absolute error
0.485
Number of instances
510
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6531
Per class
Predictive accuracy
0.6549
Prior entropy
0.9791
Recall
0.6549
Per class
Relative absolute error
0.7115
Root mean prior squared error
0.4922
Root mean squared error
0.5875
Root relative squared error
1.1936
SciMark benchmark
940.3347
UserCPU time millis
10
UserCPU time millis training
10