DEVELOPMENT... OpenML
Run
198993

Run 198993

Task 4292 (Supervised Classification) pwLinear 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
0.8416
Per class
F measure
0.8419
Per class
Kappa
0.6835
KB relative information score
1367.1693
Mean absolute error
0.158
Mean prior absolute error
0.4996
Number of instances
2000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.842
Per class
Predictive accuracy
0.842
Prior entropy
0.9994
Recall
0.842
Per class
Relative absolute error
0.3163
Root mean prior squared error
0.4998
Root mean squared error
0.3975
Root relative squared error
0.7953
SciMark benchmark
1404.1865
UserCPU time millis
10
UserCPU time millis training
10