DEVELOPMENT... OpenML
Run
199143

Run 199143

Task 4442 (Supervised Classification) fri_c3_250_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
0.5352
Per class
F measure
0.5335
Per class
Kappa
0.0688
KB relative information score
94.7551
Mean absolute error
0.4684
Mean prior absolute error
0.4908
Number of instances
2500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5441
Per class
Predictive accuracy
0.5316
Prior entropy
0.9868
Recall
0.5316
Per class
Relative absolute error
0.9543
Root mean prior squared error
0.4954
Root mean squared error
0.6844
Root relative squared error
1.3816
SciMark benchmark
1312.3073
UserCPU time millis
50
UserCPU time millis training
50

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