DEVELOPMENT... OpenML
Run
198799

Run 198799

Task 3905 (Supervised Classification) mc2 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
0.6216
Per class
F measure
0.6662
Per class
Kappa
0.2407
KB relative information score
30.7327
Mean absolute error
0.3354
Mean prior absolute error
0.4381
Number of instances
161
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.668
Per class
Predictive accuracy
0.6646
Prior entropy
0.9099
Recall
0.6646
Per class
Relative absolute error
0.7656
Root mean prior squared error
0.4676
Root mean squared error
0.5791
Root relative squared error
1.2385
SciMark benchmark
1363.454
UserCPU time millis
20
UserCPU time millis training
20