DEVELOPMENT... OpenML
Run
199199

Run 199199

Task 4485 (Supervised Classification) fri_c1_1000_25 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
0.5091
Per class
F measure
0.4731
Per class
Kappa
0.0175
KB relative information score
-299.0942
Mean absolute error
0.5087
Mean prior absolute error
0.4958
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5152
Per class
Predictive accuracy
0.4913
Prior entropy
0.9939
Recall
0.4913
Per class
Relative absolute error
1.0261
Root mean prior squared error
0.4979
Root mean squared error
0.7132
Root relative squared error
1.4325
SciMark benchmark
1318.1432
UserCPU time millis
210
UserCPU time millis training
210