DEVELOPMENT... OpenML
Run
198979

Run 198979

Task 4275 (Supervised Classification) biomed 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
0.8448
Per class
F measure
0.8661
Per class
Kappa
0.7061
KB relative information score
1467.6939
Mean absolute error
0.1321
Mean prior absolute error
0.4605
Number of instances
2090
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8671
Per class
Predictive accuracy
0.8679
Prior entropy
0.9428
Recall
0.8679
Per class
Relative absolute error
0.2868
Root mean prior squared error
0.4797
Root mean squared error
0.3634
Root relative squared error
0.7576
SciMark benchmark
1313.9994
UserCPU time millis
10
UserCPU time millis training
10