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Run
198585

Run 198585

Task 3685 (Supervised Classification) chatfield_4 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
0.8823
Per class
F measure
0.8928
Per class
Kappa
0.7746
KB relative information score
181.642
Mean absolute error
0.1064
Mean prior absolute error
0.4784
Number of instances
235
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8937
Per class
Predictive accuracy
0.8936
Prior entropy
0.9689
Recall
0.8936
Per class
Relative absolute error
0.2224
Root mean prior squared error
0.489
Root mean squared error
0.3262
Root relative squared error
0.667
SciMark benchmark
1313.9994
UserCPU time millis
10
UserCPU time millis training
10