DEVELOPMENT... OpenML
Run
199020

Run 199020

Task 4318 (Supervised Classification) servo 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
0.9114
Per class
F measure
0.9443
Per class
Kappa
0.84
KB relative information score
1363.5909
Mean absolute error
0.0551
Mean prior absolute error
0.3533
Number of instances
1670
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9442
Per class
Predictive accuracy
0.9449
Prior entropy
0.7794
Recall
0.9449
Per class
Relative absolute error
0.1559
Root mean prior squared error
0.4193
Root mean squared error
0.2347
Root relative squared error
0.5598
SciMark benchmark
1404.1865
UserCPU time millis
20
UserCPU time millis training
20