DEVELOPMENT... OpenML
Run
199179

Run 199179

Task 4479 (Supervised Classification) fri_c2_250_5 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
0.6838
Per class
F measure
0.6872
Per class
Kappa
0.3665
KB relative information score
901.0802
Mean absolute error
0.3132
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
0.6879
Per class
Predictive accuracy
0.6868
Prior entropy
0.9898
Recall
0.6868
Per class
Relative absolute error
0.6355
Root mean prior squared error
0.4964
Root mean squared error
0.5596
Root relative squared error
1.1274
SciMark benchmark
854.5188
UserCPU time millis
10
UserCPU time millis training
10