def main(): #main function for display and various values of s
k,m,p = parseone()
rawdata,rawwholedata = parsetwo()
f = open('sxv146930.txt' ,'w')
f.write('\n')
for s in range(1,6):
finaldata, E, sigma = computepermutation(k, m, p, s, rawdata)
outdata = deconvertdata(finaldata)
wholedata = Algorithm.dots(rawwholedata,s)
wholedata.update(outdata)
f.write('K-NN = ' + str(s))
f.write(' E = ' + str(E))
f.write(' SIGMA = ' + str(sigma))
f.write('\n')
print_matrix = {}
for thing in wholedata:
x2, x1, pred = wholedata[thing][0], wholedata[thing][1], wholedata[thing][2]
if x1 not in print_matrix:
print_matrix[x1] = {}
print_matrix[x1][x2] = pred
for key in sorted(print_matrix.keys()):
f.write (' '.join([print_matrix[key][i] for i in sorted(print_matrix[key].keys())])+'\n')
f.write('\n')
def order(p): #define the order according to permutation
data,wholedata = parsetwo()
currdata=data.keys()
neworder = [currdata[i] for i in p]
return OrderedDict((key, data[key]) for key in neworder)