DEVELOPMENT... OpenML
Run
198991

Run 198991

Task 4290 (Supervised Classification) veteran 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
0.651
Per class
F measure
0.679
Per class
Kappa
0.2832
KB relative information score
259.4455
Mean absolute error
0.3292
Mean prior absolute error
0.4317
Number of instances
1370
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6947
Per class
Predictive accuracy
0.6708
Prior entropy
0.9006
Recall
0.6708
Per class
Relative absolute error
0.7625
Root mean prior squared error
0.4641
Root mean squared error
0.5738
Root relative squared error
1.2364
SciMark benchmark
1325.2092
UserCPU time millis
10
UserCPU time millis training
10