Question

1) What is the curse of dimensionality?

2)What does it mean if the rule set for a rule learner is exhaustive?

Answer 1

Answer1:

Curse of dimensionality is a quantitative measure of the extension (or complexity) of that which must, in a perfect world, be deciphered contrasted with the extent of the data that are the reason for building up an anticipating model, ie one that effectively predicts the importance of a lump of content. The number of dimensions can be exemplified by the number of various synonyms that are utilized in certain writings. Without (human-like) information on the incomplete or near the full character of synonyms, the model will require all the more preparing data, and this isn't constantly accessible.

This leads the cursed model to go through and really comes up short on degrees of opportunity. At the point when this has happened the assignment has demonstrated unsolvable.

There are, luckily, stunts that can be applied which decrease the complexity of the work.

From the phonetic side, more familiarity with grammar and syntax improves the nature of suspicions made during preparing.

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