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Run
198217

Run 198217

Task 1821 (Supervised Classification) ionosphere 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
0.7373
Per class
F measure
0.7386
Per class
Kappa
0.4508
KB relative information score
704.2162
Mean absolute error
0.2661
Mean prior absolute error
0.4604
Number of instances
1755
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.754
Per class
Predictive accuracy
0.7339
Prior entropy
0.9425
Recall
0.7339
Per class
Relative absolute error
0.5779
Root mean prior squared error
0.4797
Root mean squared error
0.5158
Root relative squared error
1.0754
SciMark benchmark
1313.9994
UserCPU time millis
40
UserCPU time millis training
40