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Sara-Iftikhar / easy_mpl

One stop-shop for matplotlib based visualizations
https://easy-mpl.readthedocs.io/
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How do you calculate RMSE using only statistics instead of matrices? #13

Open llsalazar opened 5 months ago

llsalazar commented 5 months ago

Hi @Sara-Iftikhar

I want to create a Taylor diagram using statistics instead of matrices, about this way of painting the diagram I have a question: How do you calculate the RMSE when I am only using the correlation and standard deviation data?

I attach the example I am referring to. Thanks for the help.

observations = {'std': 3.5} predictions = { 'Model 1': {'std': 2.80068, 'corr_coeff': 0.49172}, 'Model 2': {'std': 3.8, 'corr_coeff': 0.67}, 'Model 3': {'std': 3.9, 'corr_coeff': 0.596}, 'Model 4': {'std': 2.36, 'corr_coeff': 0.27}, 'Model 5': {'std': 2.97, 'corr_coeff': 0.452}}

_ = taylor_plot(observations, predictions)