DEVELOPMENT... OpenML
Run
199114

Run 199114

Task 4415 (Supervised Classification) fri_c0_1000_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
0.7981
Per class
F measure
0.7972
Per class
Kappa
0.5953
KB relative information score
5946.1036
Mean absolute error
0.2026
Mean prior absolute error
0.4998
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7998
Per class
Predictive accuracy
0.7974
Prior entropy
0.9998
Recall
0.7974
Per class
Relative absolute error
0.4053
Root mean prior squared error
0.4999
Root mean squared error
0.4501
Root relative squared error
0.9004
SciMark benchmark
1404.1865
UserCPU time millis
50
UserCPU time millis training
50