DEVELOPMENT... OpenML
Run
198775

Run 198775

Task 3876 (Supervised Classification) analcatdata_challenger 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
0.5
Per class
F measure
0.9033
Per class
KB relative information score
34.5601
Mean absolute error
0.0652
Mean prior absolute error
0.1273
Number of instances
138
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8738
Per class
Predictive accuracy
0.9348
Prior entropy
0.3712
Recall
0.9348
Per class
Relative absolute error
0.5122
Root mean prior squared error
0.247
Root mean squared error
0.2554
Root relative squared error
1.034
SciMark benchmark
1442.7264