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Run
198572

Run 198572

Task 3670 (Supervised Classification) fri_c4_500_50 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
0.516
Per class
F measure
0.4109
Per class
Kappa
0.0336
KB relative information score
39.9286
Mean absolute error
0.458
Mean prior absolute error
0.4984
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6163
Per class
Predictive accuracy
0.542
Prior entropy
0.9978
Recall
0.542
Per class
Relative absolute error
0.9189
Root mean prior squared error
0.4992
Root mean squared error
0.6768
Root relative squared error
1.3556
SciMark benchmark
889.3151
UserCPU time millis
110
UserCPU time millis training
110