double pearson
( const mclv* a
, const mclv* b
, dim n
)
{ double suma = mclvSum(a)
; double sumb = mclvSum(b)
; double sumasq = mclvPowSum(a, 2.0)
; double sumbsq = mclvPowSum(b, 2.0)
; double nom = sqrt( (n*sumasq - suma*suma) * (n*sumbsq - sumb*sumb) )
; double num = n * mclvIn(a, b) - suma * sumb
; return nom ? num / nom : 0.0
; }
double get_score
( const mclv* c
, const mclv* d
, const mclv* c_start
, const mclv* d_start
, const mclv* c_end
, const mclv* d_end
)
{ mclv* vecc = mclvClone(c)
; mclv* vecd = mclvClone(d)
; mclv* meet_c = mcldMeet(vecc, vecd, NULL)
; mclv* meet_d = mcldMeet(vecd, meet_c, NULL)
; mclv* cwid = mclvBinary(c_end, c_start, NULL, fltSubtract)
; mclv* dwid = mclvBinary(d_end, d_start, NULL, fltSubtract)
; mclv* rmin = mclvBinary(c_end, d_end, NULL, fltMin)
; mclv* lmax = mclvBinary(c_start, d_start, NULL, fltMax)
; mclv* delta = mclvBinary(rmin, lmax, NULL, fltSubtract)
; mclv* weightc, *weightd
; double ip, cd, csn, meanc, meand, mean, euclid, meet_fraction, score, sum_meet_c, sum_meet_d, reduction_c, reduction_d
; int nmeet = meet_c->n_ivps
; int nldif = vecc->n_ivps - nmeet
; int nrdif = vecd->n_ivps - nmeet
; mclvSelectGqBar(delta, 0.0)
; weightc= mclvBinary(delta, cwid, NULL, mydiv)
; weightd= mclvBinary(delta, dwid, NULL, mydiv)
#if 0
;if (c != d)mclvaDump
( cwid
, stdout
, 5
, "\n"
, 0)
,mclvaDump
( dwid
, stdout
, 5
, "\n"
, 0)
#endif
; sum_meet_c = 0.01 + mclvSum(meet_c)
; sum_meet_d = 0.01 + mclvSum(meet_d)
; mclvBinary(meet_c, weightc, meet_c, fltMultiply)
; mclvBinary(meet_d, weightd, meet_d, fltMultiply)
; reduction_c = mclvSum(meet_c) / sum_meet_c
; reduction_d = mclvSum(meet_d) / sum_meet_d
; ip = mclvIn(meet_c, meet_d)
; cd = sqrt(mclvPowSum(meet_c, 2.0) * mclvPowSum(meet_d, 2.0))
; csn = cd ? ip / cd : 0.0
; meanc = meet_c->n_ivps ? mclvSum(meet_c) / meet_c->n_ivps : 0.0
; meand = meet_d->n_ivps ? mclvSum(meet_d) / meet_d->n_ivps : 0.0
; mean = MCX_MIN(meanc, meand)
; euclid = 0
? 1.0
: ( mean
? sqrt(mclvPowSum(meet_c, 2.0) / mclvPowSum(vecc, 2.0))
: 0.0
)
; meet_fraction = pow((meet_c->n_ivps * 1.0 / vecc->n_ivps), 1.0)
; score = mean * csn * euclid * meet_fraction * 1.0
; mclvFree(&meet_c)
; mclvFree(&meet_d)
; fprintf
( stdout
, "%10d%10d%10d%10d%10d%10g%10g%10g%10g%10g%10g%10g\n"
, (int) c->vid
, (int) d->vid
, (int) nldif
, (int) nrdif
, (int) nmeet
, score
, mean
, csn
, euclid
, meet_fraction
, reduction_c
, reduction_d
)
; return score
; }