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Run
198512

Run 198512

Task 3610 (Supervised Classification) fri_c3_250_5 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
0.6525
Per class
F measure
0.6184
Per class
Kappa
0.2874
KB relative information score
59.5509
Mean absolute error
0.372
Mean prior absolute error
0.4919
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6858
Per class
Predictive accuracy
0.628
Prior entropy
0.9883
Recall
0.628
Per class
Relative absolute error
0.7563
Root mean prior squared error
0.4959
Root mean squared error
0.6099
Root relative squared error
1.23
SciMark benchmark
1313.9994
UserCPU time millis
10
UserCPU time millis training
10