DEVELOPMENT... OpenML
Run
198995

Run 198995

Task 4297 (Supervised Classification) fri_c2_100_5 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
0.6013
Per class
F measure
0.625
Per class
Kappa
0.2108
KB relative information score
228.7594
Mean absolute error
0.364
Mean prior absolute error
0.4804
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6255
Per class
Predictive accuracy
0.636
Prior entropy
0.9721
Recall
0.636
Per class
Relative absolute error
0.7577
Root mean prior squared error
0.4899
Root mean squared error
0.6033
Root relative squared error
1.2315
SciMark benchmark
1404.1865
UserCPU time millis
10
UserCPU time millis training
10