DEVELOPMENT... OpenML
Run
198504

Run 198504

Task 3593 (Supervised Classification) 2dplanes 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
0.8055
Per class
F measure
0.8029
Per class
Kappa
0.6112
KB relative information score
24923.9287
Mean absolute error
0.1943
Mean prior absolute error
0.5
Number of instances
40768
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8239
Per class
Predictive accuracy
0.8057
Prior entropy
1
Recall
0.8057
Per class
Relative absolute error
0.3886
Root mean prior squared error
0.5
Root mean squared error
0.4408
Root relative squared error
0.8816
SciMark benchmark
1312.3073
UserCPU time millis
2740
UserCPU time millis testing
40
UserCPU time millis training
2700

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