DEVELOPMENT... OpenML
Run
199145

Run 199145

Task 4445 (Supervised Classification) fri_c1_100_50 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
0.5032
Per class
F measure
0.5107
Per class
Kappa
0.0065
KB relative information score
1.7767
Mean absolute error
0.489
Mean prior absolute error
0.4929
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5104
Per class
Predictive accuracy
0.511
Prior entropy
0.99
Recall
0.511
Per class
Relative absolute error
0.992
Root mean prior squared error
0.4964
Root mean squared error
0.6993
Root relative squared error
1.4087
SciMark benchmark
1404.1865
UserCPU time millis
10
UserCPU time millis training
10