DEVELOPMENT... OpenML
Run
199276

Run 199276

Task 4563 (Supervised Classification) mfeat-zernike 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
0.963
Per class
F measure
0.9886
Per class
Kappa
0.9363
KB relative information score
18271.8008
Mean absolute error
0.0114
Mean prior absolute error
0.1803
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9886
Per class
Predictive accuracy
0.9887
Prior entropy
0.4703
Recall
0.9887
Per class
Relative absolute error
0.0629
Root mean prior squared error
0.3
Root mean squared error
0.1065
Root relative squared error
0.3551
SciMark benchmark
1304.9611
UserCPU time millis
300
UserCPU time millis training
300