DEVELOPMENT... OpenML
Run
198665

Run 198665

Task 3761 (Supervised Classification) hip 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
0.7995
Per class
F measure
0.7952
Per class
Kappa
0.5948
KB relative information score
31.9558
Mean absolute error
0.2037
Mean prior absolute error
0.4993
Number of instances
54
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8081
Per class
Predictive accuracy
0.7963
Prior entropy
0.9991
Recall
0.7963
Per class
Relative absolute error
0.4079
Root mean prior squared error
0.4997
Root mean squared error
0.4513
Root relative squared error
0.9033
SciMark benchmark
1313.9994
UserCPU time millis
10
UserCPU time millis training
10