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Opinion | Covid has exposed the limitations of machine learning

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here. Very simply put, this means that algorithms assume that the rules haven’t changed, or won’t change due to some event in the future.

Surprisingly, this goes against the basic admonition that almost all professional investors bake into their fine print, especially the one that says, “Past performance is no predictor of future performance."The paradox is that finding patterns and then using them to make useful predictions is what ML is all about in the first place.

But static assumptions have meant that the data sets used to train ML models haven’t included anything more than elementary “worst case" information.

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COVID-19
United States
United States
Cases: 46 252 513
Deaths: 750 423
Recovered: 0
India
India
Cases: 34 321 025
Deaths: 459 652
Recovered: 0
Brazil
Brazil
Cases: 21 835 785
Deaths: 608 235
Recovered: 0
United Kingdom
United Kingdom
Cases: 9 215 683
Deaths: 141 607
Recovered: 0
Russia
Russia
Cases: 8 494 589
Deaths: 237 619
Recovered: 0
Detail statistic
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Covid-19.rehab - the latest news concerning the spread of the SARS-CoV-2 coronavirus (formerly 2019-nCoV), as well as the infectious disease that it causes COVID-19, in separate countries and in the world as a whole. Current news on the topic of coronavirus SARS-CoV-2. Quarantine, pandemic 2020, epidemic: what is it, when will it come to end, precautions and how to protect yourself from this disease. The most honest news, no fakes! To keep up with the latest news, stay tuned for updates on the site! Every day we will collect news and statistics on coronavirus from around the world for you to be aware of this topic.

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