Selection 1
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Let us now return to the information.  The information of a term
is the measure of its superfluous comprehension.  That is to say
that the proper office of the comprehension is to determine the
extension of the term.  For instance, you and I are men because
we possess those attributes — having two legs, being rational, &c. —
which make up the comprehension of ''man''.  Every addition to the
comprehension of a term lessens its extension up to a certain point,
after that further additions increase the information instead.

Thus, let us commence with the term ''colour'';  add to the comprehension of 
this term,
that of ''red''.  ''Red colour'' has considerably less extension than 
''colour'';  add
to this the comprehension of ''dark'';  ''dark red colour'' has still less 
[extension].
Add to this the comprehension of ''non-blue'' — ''non-blue dark red colour'' 
has the
same extension as ''dark red colour'', so that the ''non-blue'' here performs a 
work
of supererogation;  it tells us that no ''dark red colour'' is blue, but does 
none of
the proper business of connotation, that of diminishing the extension at all.  
Thus
information measures the superfluous comprehension.  And, hence, whenever we 
make
a symbol to express any thing or any attribute we cannot make it so empty that 
it
shall have no superfluous comprehension.  I am going, next, to show that 
inference
is symbolization and that the puzzle of the validity of scientific inference 
lies
merely in this superfluous comprehension and is therefore entirely removed by
a consideration of the laws of ''information''.

(Peirce 1866, Lowell Lecture 7, CE 1, 467).

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academia: http://independent.academia.edu/JonAwbrey
my word press blog: http://inquiryintoinquiry.com/
isw: http://intersci.ss.uci.edu/wiki/index.php/JLA

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