DEVELOPMENT... OpenML
Run
198611

Run 198611

Task 3710 (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
0.8076
Per class
F measure
0.8076
Per class
Kappa
0.6168
KB relative information score
617.8212
Mean absolute error
0.191
Mean prior absolute error
0.4998
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.816
Per class
Predictive accuracy
0.809
Prior entropy
0.9998
Recall
0.809
Per class
Relative absolute error
0.3821
Root mean prior squared error
0.4999
Root mean squared error
0.437
Root relative squared error
0.8742
SciMark benchmark
1312.3073
UserCPU time millis
60
UserCPU time millis training
60