DEVELOPMENT... OpenML
Run
199204

Run 199204

Task 4503 (Supervised Classification) fri_c1_250_10 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
0.5943
Per class
F measure
0.6032
Per class
Kappa
0.192
KB relative information score
502.9852
Mean absolute error
0.3912
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
0.604
Per class
Predictive accuracy
0.6088
Prior entropy
0.9898
Recall
0.6088
Per class
Relative absolute error
0.7937
Root mean prior squared error
0.4964
Root mean squared error
0.6255
Root relative squared error
1.26
SciMark benchmark
854.5188
UserCPU time millis
20
UserCPU time millis training
20