DEVELOPMENT... OpenML
Run
198591

Run 198591

Task 3692 (Supervised Classification) disclosure_x_noise 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
0.5115
Per class
F measure
0.4105
Per class
Kappa
0.023
KB relative information score
11.9659
Mean absolute error
0.4909
Mean prior absolute error
0.5
Number of instances
662
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5352
Per class
Predictive accuracy
0.5091
Prior entropy
1
Recall
0.5091
Per class
Relative absolute error
0.9819
Root mean prior squared error
0.5
Root mean squared error
0.7007
Root relative squared error
1.4014
SciMark benchmark
1312.3073
UserCPU time millis
20
UserCPU time millis training
20