to avoid assigning zero vs assigning 1 probability

Both phrases are correct, but they convey different meanings. 'To avoid assigning zero' implies not assigning the value of zero, while 'assigning 1 probability' means assigning the value of 1 as a probability. They are not directly comparable as they represent different concepts.

Last updated: March 17, 2024 • 682 views

to avoid assigning zero

This phrase is correct and can be used when referring to not assigning the value of zero.

This phrase is used when you want to prevent the assignment of the value zero to something, such as a probability or a variable.

Show examples from the web [+]

One role is to avoid assigning zero probabilities to words that have not occurred in a document and the other is to accommodate generation of common words in ...
Smoothing basically means to adjust the maximum likelihood estimate slightly to avoid assigning zero probability to any word, which also generally improves the ...
In this paper, we compare several smoothing techniques such as backing-off or interpolation that are used to avoid assigning zero probability to any sentence.
Maximum likelihood estimation of trigrams is straightforward (count!) but to avoid assigning zero probabilities smoothing and discounting must be employed.

assigning 1 probability

This phrase is correct and is used when assigning the value of 1 as a probability.

This phrase is used when you want to explicitly assign the value of 1 as a probability to something.

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to avoid assigning zero vs assigning 1 probability