DEVELOPMENT... OpenML
Run
198515

Run 198515

Task 3613 (Supervised Classification) servo 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
0.8963
Per class
F measure
0.9389
Per class
Kappa
0.8231
KB relative information score
133.799
Mean absolute error
0.0599
Mean prior absolute error
0.3533
Number of instances
167
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9393
Per class
Predictive accuracy
0.9401
Prior entropy
0.7794
Recall
0.9401
Per class
Relative absolute error
0.1695
Root mean prior squared error
0.4193
Root mean squared error
0.2447
Root relative squared error
0.5837
SciMark benchmark
1325.2092
UserCPU time millis
20
UserCPU time millis training
20