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(c.2) 0170-001.gif.
We illustrate the above definitions with a few examples. Let 0170-002.gif, where E denotes the set of even numbers and O denotes the set of odd numbers. Let e and o be indexes for E and O, respectively. Let scientist M, fed  s , emit e if the majority of content( s ) are even; o otherwise. It is easy to see that M identifies Image-1801.gif on *-noisy texts, *-incomplete texts, and *-imperfect texts. In contrast, there are two-clement classes of languages that are not identifiable on 1-noisy texts. For example, let 0170-003.gif, 0170-004.gif, where 0170-005.gif, and let T be some text for L'. Then T is also a 1-noisy text for both L and L'. Since 0170-006.gif, no scientist M converges on T to an index for both languages. It is also easy to verify that 0170-007.gif.
The above example demonstrates that inaccuracies in texts affect identifiability. The next proposition highlights the disruptive effects of 1-noisy texts. The reader is referred to the exercises for a discussion of identification from noisy texts without the computability restriction on scientists.
8.7 Proposition There is a collection of infinite, pairwise disjoint r.e. languages in TxtEx - N1TxtEx
Proof: For each m 0170-008.gif define 0170-009.gif. It is easy to verify that no scientist N1TxtEx-identifies both Ln,m and Ln,m' for 0170-010.gif. Now let h be any permutation of N, and define 0170-011.gif. It is easy to see that for any permutation h, 0170-012.gif. But if 0170-013.gif, and if M N1TxtEx-identifies 0170-014.gif, then M falls to N1TxtEx-identifies 0170-015.gif. Since there are only N0 many scientists and 0170-016.gif many permutations of N, there must be a permutation h such that no scientist N1TxtEx-identifies 0170-017.gif.
The next proposition parallels Proposition 8.7 and highlights the disruptive effects of identification from 1-incomplete texts. A proof analogous to the above suffices; details are left to the reader.
8.8 Proposition There is a collection, Image-1802.gif, of infinite, pairwise disjoint r.e. languages, such that 0170-018.gif.
Paradigms for function learning may be defined analogously to the language case.
8.9 Definition Let a, 0170-019.gif and scientist M be given.

 
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