DEVELOPMENT... OpenML
Run
199092

Run 199092

Task 4394 (Supervised Classification) fri_c1_500_10 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
0.5869
Per class
F measure
0.5482
Per class
Kappa
0.1656
KB relative information score
603.9578
Mean absolute error
0.4338
Mean prior absolute error
0.4954
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6126
Per class
Predictive accuracy
0.5662
Prior entropy
0.9934
Recall
0.5662
Per class
Relative absolute error
0.8756
Root mean prior squared error
0.4977
Root mean squared error
0.6586
Root relative squared error
1.3234
SciMark benchmark
1318.1432
UserCPU time millis
50
UserCPU time millis training
50