DEVELOPMENT... OpenML
Run
199314

Run 199314

Task 4595 (Supervised Classification) ada_prior 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
0.7799
Per class
F measure
0.7797
Per class
Kappa
0.4717
KB relative information score
13639.1457
Mean absolute error
0.234
Mean prior absolute error
0.3732
Number of instances
45620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8219
Per class
Predictive accuracy
0.766
Prior entropy
0.8085
Recall
0.766
Per class
Relative absolute error
0.6269
Root mean prior squared error
0.4319
Root mean squared error
0.4837
Root relative squared error
1.1198
SciMark benchmark
942.9518
UserCPU time millis
2060
UserCPU time millis testing
10
UserCPU time millis training
2050