DEVELOPMENT... OpenML
Run
198704

Run 198704

Task 3804 (Supervised Classification) lowbwt 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
0.8192
Per class
F measure
0.8217
Per class
Kappa
0.6459
KB relative information score
122.7817
Mean absolute error
0.1746
Mean prior absolute error
0.4989
Number of instances
189
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8442
Per class
Predictive accuracy
0.8254
Prior entropy
0.9984
Recall
0.8254
Per class
Relative absolute error
0.35
Root mean prior squared error
0.4994
Root mean squared error
0.4179
Root relative squared error
0.8367
SciMark benchmark
1312.3073
UserCPU time millis
20
UserCPU time millis training
20