DEVELOPMENT... OpenML
Run
198511

Run 198511

Task 3608 (Supervised Classification) fri_c4_500_100 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
0.5482
Per class
F measure
0.5384
Per class
Kappa
0.1041
KB relative information score
81.5858
Mean absolute error
0.408
Mean prior absolute error
0.4913
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5882
Per class
Predictive accuracy
0.592
Prior entropy
0.9875
Recall
0.592
Per class
Relative absolute error
0.8304
Root mean prior squared error
0.4956
Root mean squared error
0.6387
Root relative squared error
1.2888
SciMark benchmark
1363.454
UserCPU time millis
160
UserCPU time millis training
160