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Run
198724

Run 198724

Task 3824 (Supervised Classification) analcatdata_broadwaymult 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
0.7562
Per class
F measure
0.7714
Per class
Kappa
0.5254
KB relative information score
151.3598
Mean absolute error
0.2246
Mean prior absolute error
0.4853
Number of instances
285
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7754
Per class
Predictive accuracy
0.7754
Prior entropy
0.9789
Recall
0.7754
Per class
Relative absolute error
0.4627
Root mean prior squared error
0.4926
Root mean squared error
0.4739
Root relative squared error
0.9621
SciMark benchmark
1363.454
UserCPU time millis
90
UserCPU time millis training
90