DEVELOPMENT... OpenML
Run
198785

Run 198785

Task 3887 (Supervised Classification) analcatdata_germangss 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
0.8939
Per class
F measure
0.9163
Per class
Kappa
0.7637
KB relative information score
287.9891
Mean absolute error
0.085
Mean prior absolute error
0.3495
Number of instances
400
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9184
Per class
Predictive accuracy
0.915
Prior entropy
0.7716
Recall
0.915
Per class
Relative absolute error
0.2432
Root mean prior squared error
0.4176
Root mean squared error
0.2915
Root relative squared error
0.6982
SciMark benchmark
1313.9994
UserCPU time millis
20
UserCPU time millis training
20