/* nag_mv_cluster_indicator (g03ejc) Example Program. * * Copyright 1998 Numerical Algorithms Group. * * Mark 5, 1998. * * Mark 6 revised, 2000. * Mark 8 revised, 2004. */ #include #include #include #include #define NMAX 10 #define X(I, J) x[(I) *tdx + J] int main(void) { Integer exit_status = 0, i, *ic = 0, *ilc = 0, *iord = 0, *isx = 0; Integer *iuc = 0; Integer j, k, m, n, nsym, tdx; NagError fail; Nag_ClusterMethod method; Nag_DistanceType dist; Nag_MatUpdate update; Nag_VarScaleType scale; char nag_enum_arg[40]; char **c = 0, name[NMAX][3]; double *cd = 0, *d = 0, dlevel, dmin_, *dord = 0, dstep, *s = 0; double *x = 0, ydist; INIT_FAIL(fail); printf( "nag_mv_cluster_indicator (g03ejc) Example Program Results\n\n"); /* Skip heading in data file */ scanf("%*[^\n]"); scanf("%ld", &n); scanf("%ld", &m); if (n >= 2 && m >= 1) { if (!(cd = NAG_ALLOC(n-1, double)) || !(d = NAG_ALLOC(n*(n-1)/2, double)) || !(dord = NAG_ALLOC(n, double)) || !(s = NAG_ALLOC(m, double)) || !(x = NAG_ALLOC((n)*(m), double)) || !(ic = NAG_ALLOC(n, Integer)) || !(ilc = NAG_ALLOC(n-1, Integer)) || !(iord = NAG_ALLOC(n, Integer)) || !(isx = NAG_ALLOC(m, Integer)) || !(iuc = NAG_ALLOC(n-1, Integer))) { printf("Allocation failure\n"); exit_status = -1; goto END; } tdx = m; } else { printf("Invalid n or m.\n"); exit_status = 1; return exit_status; } scanf("%s%*[^\n] ", nag_enum_arg); /* nag_enum_name_to_value(x04nac). * Converts NAG enum member name to value */ method = (Nag_ClusterMethod) nag_enum_name_to_value(nag_enum_arg); scanf("%s", nag_enum_arg); update = (Nag_MatUpdate) nag_enum_name_to_value(nag_enum_arg); scanf("%s", nag_enum_arg); dist = (Nag_DistanceType) nag_enum_name_to_value(nag_enum_arg); scanf("%s%*[^\n] ", nag_enum_arg); scale = (Nag_VarScaleType) nag_enum_name_to_value(nag_enum_arg); for (j = 0; j < n; ++j) { for (i = 0; i < m; ++i) scanf("%lf", &X(j, i)); scanf("%s", name[j]); } for (i = 0; i < m; ++i) scanf("%ld", &isx[i]); for (i = 0; i < m; ++i) scanf("%lf", &s[i]); scanf("%ld", &k); scanf("%lf", &dlevel); /* Compute the distance matrix */ /* nag_mv_distance_mat (g03eac). * Compute distance (dissimilarity) matrix */ nag_mv_distance_mat(update, dist, scale, n, m, x, tdx, isx, s, d, &fail); if (fail.code != NE_NOERROR) { printf("Error from nag_mv_distance_mat (g03eac).\n%s\n", fail.message); exit_status = 1; goto END; } /* Perform clustering */ /* nag_mv_hierar_cluster_analysis (g03ecc). * Hierarchical cluster analysis */ nag_mv_hierar_cluster_analysis(method, n, d, ilc, iuc, cd, iord, dord, &fail); if (fail.code != NE_NOERROR) { printf("Error from nag_mv_cluster_indicator (g03ejc).\n%s\n", fail.message); exit_status = 1; goto END; } printf("\nDistance Clusters Joined\n\n"); for (i = 0; i < n-1; ++i) { printf("%10.3f ", cd[i]); printf("%3s", name[ilc[i]-1]); printf("%3s", name[iuc[i]-1]); printf("\n"); } /* Produce dendrogram */ nsym = 20; dmin_ = 0.0; dstep = cd[n - 2] / (double) nsym; /* nag_mv_dendrogram (g03ehc). * Construct dendogram following * nag_mv_hierar_cluster_analysis (g03ecc) */ nag_mv_dendrogram(Nag_DendSouth, n, dord, dmin_, dstep, nsym, &c, &fail); if (fail.code != NE_NOERROR) { printf("Error from nag_mv_dendrogram (g03ehc).\n%s\n", fail.message); exit_status = 1; goto END; } printf("\n"); printf("Dendrogram "); printf("\n"); printf("\n"); ydist = cd[n - 2]; for (i = 0; i < nsym; ++i) { if ((i+1) % 3 == 1) { printf("%10.3f%6s", ydist, ""); printf("%s", c[i]); printf("\n"); } else { printf("%16s%s", "", c[i]); printf("\n"); } ydist -= dstep; } printf("\n"); printf("%14s", ""); for (i = 0; i < n; ++i) { printf("%3s", name[iord[i]-1]); } printf("\n"); /* nag_mv_dend_free (g03xzc). * Frees memory allocated to the dendrogram array in * nag_mv_dendrogram (g03ehc) */ nag_mv_dend_free(&c); /* nag_mv_cluster_indicator (g03ejc). * Construct clusters following * nag_mv_hierar_cluster_analysis (g03ecc) */ nag_mv_cluster_indicator(n, cd, iord, dord, &k, &dlevel, ic, &fail); if (fail.code != NE_NOERROR) { printf("Error from nag_mv_cluster_indicator (g03ejc).\n%s\n", fail.message); exit_status = 1; goto END; } printf("\n%s%2ld%s\n\n", "Allocation to ", k, " clusters"); printf("Object Cluster\n\n"); for (i = 0; i < n; ++i) { printf("%5s%s%5s", "", name[i], ""); printf("%ld ", ic[i]); printf("\n"); } END: if (cd) NAG_FREE(cd); if (d) NAG_FREE(d); if (dord) NAG_FREE(dord); if (s) NAG_FREE(s); if (x) NAG_FREE(x); if (ic) NAG_FREE(ic); if (ilc) NAG_FREE(ilc); if (iord) NAG_FREE(iord); if (isx) NAG_FREE(isx); if (iuc) NAG_FREE(iuc); return exit_status; }