DEVELOPMENT... OpenML
Run
198804

Run 198804

Task 3909 (Supervised Classification) ar1 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
0.6399
Per class
F measure
0.9008
Per class
Kappa
0.2798
KB relative information score
3.3726
Mean absolute error
0.0992
Mean prior absolute error
0.1436
Number of instances
121
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9008
Per class
Predictive accuracy
0.9008
Prior entropy
0.4067
Recall
0.9008
Per class
Relative absolute error
0.6907
Root mean prior squared error
0.2625
Root mean squared error
0.3149
Root relative squared error
1.1998
SciMark benchmark
930.5999
UserCPU time millis
20
UserCPU time millis training
20