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Run
198519

Run 198519

Task 3621 (Supervised Classification) sleuth_ex1605 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
0.7903
Per class
F measure
0.7858
Per class
Kappa
0.5806
KB relative information score
36
Mean absolute error
0.2097
Mean prior absolute error
0.5
Number of instances
62
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.817
Per class
Predictive accuracy
0.7903
Prior entropy
1
Recall
0.7903
Per class
Relative absolute error
0.4194
Root mean prior squared error
0.5
Root mean squared error
0.4579
Root relative squared error
0.9158
SciMark benchmark
940.3347
UserCPU time millis
10
UserCPU time millis training
10