DEVELOPMENT... OpenML
Run
199106

Run 199106

Task 4404 (Supervised Classification) fri_c4_250_100 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
0.5915
Per class
F measure
0.5947
Per class
Kappa
0.1815
KB relative information score
425.4077
Mean absolute error
0.4064
Mean prior absolute error
0.4929
Number of instances
2500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.597
Per class
Predictive accuracy
0.5936
Prior entropy
0.9898
Recall
0.5936
Per class
Relative absolute error
0.8246
Root mean prior squared error
0.4964
Root mean squared error
0.6375
Root relative squared error
1.2843
SciMark benchmark
930.5999
UserCPU time millis
90
UserCPU time millis training
90