DEVELOPMENT... OpenML
Run
198578

Run 198578

Task 3675 (Supervised Classification) pbc 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
0.5445
Per class
F measure
0.4834
Per class
Kappa
0.0967
KB relative information score
68.9551
Mean absolute error
0.4115
Mean prior absolute error
0.495
Number of instances
418
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6904
Per class
Predictive accuracy
0.5885
Prior entropy
0.9928
Recall
0.5885
Per class
Relative absolute error
0.8313
Root mean prior squared error
0.4975
Root mean squared error
0.6415
Root relative squared error
1.2895
SciMark benchmark
1312.3073
UserCPU time millis
40
UserCPU time millis training
40