wiki scientists

getDistancesPairs.m

@@ -18,7 +18,7 @@ for i=1:length(words)
 end
 
 d(length(words),length(words))=0;
-d(find(isinf(d)))=3;
+d(find(isinf(d)))=1.2;
 d=Regularize(d);
 [kGap Gap S idx] = GapSpectral(d,6,1);
 fprintf('kGap=%d\n',kGap);

goWikiScientists.m

+
+tic
+global QueryCache
+if isempty(QueryCache)
+QueryCache.Queries={};
+QueryCache.Count=[];
+end
+global nQueryCount nCacheCount
+nQueryCount=0;
+nCacheCount=0;
+
+words1={'Fermat','Hilbert', 'Godel', 'Riemann','Gauss'} % mathematicians
+ 
+words2={'Einstein','Newton','Hawking','Bohr','Maxwell','Boltzmann',} %physicists
+
+words3={'Freud','Pavlov','Skinner','Jung'} %psychologists
+
+words4={'Turing','Lovelace','Knuth','Hopper'} % computer scientists
+
+words5={'Darwin','Lamarck','Linnaeus','Mendel'} % biology
+
+idxKey = [ones(1,length(words1)) 2*ones(1,length(words2)) 3*ones(1,length(words3)) 4*ones(1,length(words4)) 5*ones(1,length(words5))]
+
+    
+% 
+% [d]=GetDistances([words1,words2,words3,words4,words5],idxKey);
+
+idx=getDistancesPairs([words1,words2,words3,words4,words5],idxKey);
+

results.txt

@@ -374,3 +374,99 @@ GetDistances::(pairs)
 Barack Obama,Hillary Clinton,John Edwards,Joe Biden,Chris Dodd,Mike Gravel,John McCain,Mitt Romney,Mike Huckabee,Ron Paul,Fred Thompson,Alan Keyes,kGap=2
 nQueryCount=66, nCacheCount=330
 nCorrect=7
+
+
+-------------------------
+GetDistances::(multiples) NW=5 
+2014             11             20             15             51          9.376
+Pascal,Kolmogorov,Descartes,Einstein,Galileo,Kepler,nQueryCount=37, nCacheCount=155
+
+[3 0;1 2]
+
+
+-------------------------
+GetDistances::(multiples) NW=5 
+2014             11             20             15             52         50.803
+Pascal,Kolmogorov,Bohr,Einstein,Galileo,Kepler,nQueryCount=16, nCacheCount=176
+
+[3 0;0 3]
+
+
+-------------------------
+GetDistances::(multiples) NW=5 
+2014             11             20             15             53          20.83
+Pascal,Kolmogorov,Godel,Einstein,Galileo,Kepler,nQueryCount=16, nCacheCount=176
+
+[3 0;1 2]
+
+
+-------------------------
+GetDistances::(multiples) NW=5 
+2014             11             20             15             54         51.807
+Pascal,Kolmogorov,Godel,Einstein,Galileo,Kepler,Bohr,nQueryCount=22, nCacheCount=230
+
+[2 1;3 1]
+
+
+-------------------------
+GetDistances::(multiples) NW=5 
+2014             11             20             15             56         19.528
+Pascal,Kolmogorov,Godel,Einstein,Newton,Hawking,Bohr,nQueryCount=34, nCacheCount=218
+
+[2 1;2 2]
+
+
+-------------------------
+GetDistances::(multiples) NW=5 
+2014             11             20             15             57         40.977
+Fermat,Kolmogorov,Godel,Einstein,Newton,Hawking,Bohr,nQueryCount=20, nCacheCount=232
+
+[3 0;0 4]
+
+
+-------------------------
+GetDistances::(multiples) NW=5 
+2014             11             20             15             58         23.537
+Fermat,Kolmogorov,Godel,Riemann,Einstein,Newton,Hawking,Bohr,nQueryCount=28, nCacheCount=292
+
+[4 0;0 4]
+
+
+-------------------------
+GetDistances::(multiples) NW=5 
+2014             11             20             16              1         18.892
+Fermat,Kolmogorov,Godel,Riemann,Einstein,Newton,Hawking,Bohr,Freud,Pavlov,Skinner,Jung,nQueryCount=95, nCacheCount=649
+
+[4 0 0;0 4 0;0 0 4]
+
+
+-------------------------
+GetDistances::(pairs) 
+2014             11             20             16              1         55.968
+Fermat,Kolmogorov,Godel,Riemann,Einstein,Newton,Hawking,Bohr,Freud,Pavlov,Skinner,Jung,kGap=1
+nQueryCount=47, nCacheCount=349
+nCorrect=6
+
+
+-------------------------
+GetDistances::(multiples) NW=5 
+2014             11             20             16              9         50.846
+Fermat,Kolmogorov,Godel,Riemann,Einstein,Newton,Hawking,Bohr,Freud,Pavlov,Skinner,Jung,Turing,Lovelace,Knuth,Hopper,nQueryCount=135, nCacheCount=1209
+
+[3 0 0 1;0 4 0 0;0 0 4 0;0 0 0 4]
+
+
+-------------------------
+GetDistances::(multiples) NW=5 
+2014             11             26             11             56         11.278
+Fermat,Hilbert,Godel,Riemann,Gauss,Einstein,Newton,Hawking,Bohr,Maxwell,Boltzmann,Freud,Pavlov,Skinner,Jung,Turing,Lovelace,Knuth,Hopper,Darwin,Lamarck,Linnaeus,Mendel,nQueryCount=601, nCacheCount=2113
+
+[4 0 0 1 0;0 6 0 0 0;0 0 4 0 0;0 0 0 4 0;0 0 0 0 4]
+
+
+-------------------------
+GetDistances::(pairs) 
+2014             11             26             11             58          7.632
+Fermat,Hilbert,Godel,Riemann,Gauss,Einstein,Newton,Hawking,Bohr,Maxwell,Boltzmann,Freud,Pavlov,Skinner,Jung,Turing,Lovelace,Knuth,Hopper,Darwin,Lamarck,Linnaeus,Mendel,kGap=1
+nQueryCount=235, nCacheCount=1283
+nCorrect=17