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% date = "14 April 1995",
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% email = "kb@cs.umb.edu",
% address = "135 Center Hill Rd. // Plymouth, MA 02360",
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%
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% (1) the Windows ANSI characters are almost all in their Windows ANSI
% positions, because some Windows users cannot easily reencode the
% fonts, and it makes no difference on other systems. The only Windows
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4305 306 4 v 768 4381 a Fz(k)p Fy(w)q Fz(k)1028 4324
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4324 y Fw(;)-138 4520 y FA(wher)m(e)j(our)g FC(parameter)f(space)h
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Fy(x)1308 4782 y Fv(i)1335 4770 y Ft(\))24 b Fw(>)e Ft(0)p
Fz(g)p Fw(:)-138 4922 y FA(Notice)d(that)f(since)h Fz(H)h
FA(is)f(a)g(set)g(of)f(hyperplanes,)f(ther)m(e)i(is)g(a)g(bijec-)-138
5021 y(tion)k(between)h(unit)f(vector)o(s)h Fy(w)i FA(and)d(hypotheses)
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5272 y Fz(V)i Ft(=)22 b Fz(f)p Fy(w)i Fz(2)g(W)30 b(j)23
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Fv(i)830 5272 y Ft(\()p Fy(w)8 b Fz(\001)e Ft(\010\()p
Fy(x)1110 5284 y Fv(i)1139 5272 y Ft(\)\))23 b Fw(>)g
Ft(0)p Fw(;)14 b(i)22 b Ft(=)h(1)14 b Fw(:)g(:)g(:)f(n)p
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75 y(linearly)j(separable)g(in)h(feature)f(space.)31
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275 y(space.)i(This)18 b(restriction)f(is)i(less)g(harsh)e(than)h(it)g
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474 y(Ne)n(v)o(ertheless,)23 b(requiring)e(linear)i(separability)f(in)h
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922 y(which)17 b(we)g(shall)h(tak)o(e)f(adv)n(antage)e(of)i(in)g(the)g
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b FC(correspond)18 b(to)i(hyperplanes)d(in)k Fz(W)27
b FC(and)20 b FA(vice)g(ver)o(sa)p FC(.)1962 1171 y(Clearly)-5
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FC(correspond)32 b(to)i(hyper)n(-)1962 1271 y(planes)24
b(in)h Fz(F)8 b FC(.)39 b(The)24 b(intuition)g(behind)f(the)h(con)m(v)o
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1670 y Fy(w)27 b FC(in)f Fz(W)33 b FC(is)26 b(restricted)f(to)h(lie)g
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y Fz(W)7 b FC(.)52 b(More)29 b(formally)-5 b(,)29 b(to)g(sho)n(w)g
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