DEVELOPMENT... OpenML
Run
198696

Run 198696

Task 3745 (Supervised Classification) mv 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
0.9912
Per class
F measure
0.9899
Per class
Kappa
0.9791
KB relative information score
39897.7327
Mean absolute error
0.0101
Mean prior absolute error
0.4813
Number of instances
40768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9901
Per class
Predictive accuracy
0.9899
Prior entropy
0.9729
Recall
0.9899
Per class
Relative absolute error
0.021
Root mean prior squared error
0.4906
Root mean squared error
0.1005
Root relative squared error
0.2049
SciMark benchmark
930.5999
UserCPU time millis
2840
UserCPU time millis testing
60
UserCPU time millis training
2780