DEVELOPMENT... OpenML
Run
198812

Run 198812

Task 3914 (Supervised Classification) ar6 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
0.6651
Per class
F measure
0.8445
Per class
Kappa
0.3599
KB relative information score
27.755
Mean absolute error
0.1485
Mean prior absolute error
0.2577
Number of instances
101
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8396
Per class
Predictive accuracy
0.8515
Prior entropy
0.623
Recall
0.8515
Per class
Relative absolute error
0.5763
Root mean prior squared error
0.3557
Root mean squared error
0.3854
Root relative squared error
1.0835
SciMark benchmark
1325.2092
UserCPU time millis
20
UserCPU time millis training
20