DEVELOPMENT... OpenML
Run
199234

Run 199234

Task 4526 (Supervised Classification) segment 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
0.9921
Per class
F measure
0.9973
Per class
Kappa
0.989
KB relative information score
22752.1256
Mean absolute error
0.0027
Mean prior absolute error
0.2451
Number of instances
23100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9973
Per class
Predictive accuracy
0.9973
Prior entropy
0.5925
Recall
0.9973
Per class
Relative absolute error
0.011
Root mean prior squared error
0.3499
Root mean squared error
0.0518
Root relative squared error
0.1481
SciMark benchmark
854.5188
UserCPU time millis
220
UserCPU time millis training
220