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Run
198510

Run 198510

Task 3609 (Supervised Classification) fri_c1_1000_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
0.6013
Per class
F measure
0.5108
Per class
Kappa
0.1895
KB relative information score
130.7673
Mean absolute error
0.43
Mean prior absolute error
0.4963
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7188
Per class
Predictive accuracy
0.57
Prior entropy
0.9947
Recall
0.57
Per class
Relative absolute error
0.8664
Root mean prior squared error
0.4981
Root mean squared error
0.6557
Root relative squared error
1.3164
SciMark benchmark
1312.3073
UserCPU time millis
40
UserCPU time millis training
40

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