DEVELOPMENT... OpenML
Run
199208

Run 199208

Task 4509 (Supervised Classification) lowbwt 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
0.8196
Per class
F measure
0.8221
Per class
Kappa
0.6448
KB relative information score
1223.8038
Mean absolute error
0.1757
Mean prior absolute error
0.4989
Number of instances
1890
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8341
Per class
Predictive accuracy
0.8243
Prior entropy
0.9984
Recall
0.8243
Per class
Relative absolute error
0.3521
Root mean prior squared error
0.4994
Root mean squared error
0.4191
Root relative squared error
0.8392
SciMark benchmark
930.5999
UserCPU time millis
20
UserCPU time millis training
20