DEVELOPMENT... OpenML
Run
198685

Run 198685

Task 3783 (Supervised Classification) fri_c2_500_50 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
0.595
Per class
F measure
0.4746
Per class
Kappa
0.1636
KB relative information score
7.3454
Mean absolute error
0.47
Mean prior absolute error
0.4839
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7124
Per class
Predictive accuracy
0.53
Prior entropy
0.9767
Recall
0.53
Per class
Relative absolute error
0.9713
Root mean prior squared error
0.4918
Root mean squared error
0.6856
Root relative squared error
1.3939
SciMark benchmark
1336.3256
UserCPU time millis
160
UserCPU time millis training
160