DEVELOPMENT... OpenML
Run
198463

Run 198463

Task 3561 (Supervised Classification) profb 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
0.7143
Per class
F measure
0.712
Per class
Kappa
0.3914
KB relative information score
201.8883
Mean absolute error
0.2961
Mean prior absolute error
0.4446
Number of instances
672
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7421
Per class
Predictive accuracy
0.7039
Prior entropy
0.9188
Recall
0.7039
Per class
Relative absolute error
0.666
Root mean prior squared error
0.4714
Root mean squared error
0.5442
Root relative squared error
1.1544
SciMark benchmark
940.3347
UserCPU time millis
190
UserCPU time millis training
190