DEVELOPMENT... OpenML
Run
198686

Run 198686

Task 3784 (Supervised Classification) analcatdata_seropositive 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
0.9181
Per class
F measure
0.9383
Per class
Kappa
0.8624
KB relative information score
113.4467
Mean absolute error
0.0606
Mean prior absolute error
0.4548
Number of instances
132
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9417
Per class
Predictive accuracy
0.9394
Prior entropy
0.9347
Recall
0.9394
Per class
Relative absolute error
0.1333
Root mean prior squared error
0.4765
Root mean squared error
0.2462
Root relative squared error
0.5167
SciMark benchmark
1313.9994
UserCPU time millis
10
UserCPU time millis training
10