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Examining Parameter Importance USA Counties

Examining Parameter Importance USA Counties

In this document we will explore how the best (in terms of lowest MSE) hyper-parameters vary across counties in the United States when using the transformer model. Unlike in the other notebook
Isaac
Created on June 5|Last edited on June 7

Parameters across some US Counties





Parameter importance with respect to
test_accuracy.new_cases_MSE

1-4
of 4
Config parameter
Importance
Correlation
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Montgomery County
153
Florida Pasco
192


Large US Counties




Los Angeles County LA
529
New York County
972
New York Richmond County
1174
Cook County
632


Large US Counties II




Maricopa County Arizona
639
Middlesex County
646
Riverside CA
324
Wayne County
324


Large US Counties III




Run set
66508


Created with ❤️ on Weights & Biases.

https://wandb.ai/covid/covid_forecast/reports/Examining-Parameter-Importance-USA-Counties--VmlldzoxMzI3Mjk
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