OUTPUT of run 4 of at most 100: ``` L0H0 raw V spectrum: [2.214 2.066 1.611 1.282 1.259 1.034 0.964 0.915 0.843 0.762 0.716 0.68 0.652 0.649 0.609 0.606 0.593 0.551 0.54 0.516 0.51 0.498 0.489 0.473 0.455 0.451 0.447 0.434 0.427 0.413 0.408 0.404 0.398 0.396 0.386 0.378 0.376 0.372 0.367 0.362] L0H1 raw V spectrum: [2.25 2.127 2.089 2.055 1.991 1.973 1.958 1.933 1.869 1.832 1.808 1.785 1.717 1.69 1.639 1.611 1.584 1.554 1.496 1.48 1.419 1.37 1.277 1.193 1.14 1.094 1.028 0.906 0.744 0.693 0.682 0.659 0.638 0.587 0.538 0.527 0.495 0.482 0.469 0.452] L0H2 raw V spectrum: [2.164 2.047 2.012 1.723 1.514 1.361 1.273 1.115 1.036 0.993 0.908 0.857 0.765 0.74 0.681 0.628 0.618 0.592 0.58 0.57 0.535 0.526 0.512 0.477 0.471 0.46 0.458 0.445 0.444 0.433 0.423 0.409 0.408 0.401 0.397 0.392 0.381 0.374 0.366 0.361] L0H3 raw V spectrum: [1.443 1.28 1.237 1.154 1.129 1.076 1.038 1.013 0.958 0.917 0.897 0.841 0.816 0.734 0.696 0.67 0.64 0.604 0.581 0.568 0.529 0.519 0.513 0.475 0.471 0.464 0.457 0.446 0.432 0.417 0.414 0.404 0.395 0.391 0.386 0.379 0.372 0.368 0.364 0.36 ] L0H4 raw V spectrum: [4.102 3.344 2.539 2.115 1.785 1.548 1.482 1.422 1.387 1.323 1.196 1.164 1.145 1.022 0.967 0.848 0.832 0.801 0.7 0.665 0.644 0.637 0.616 0.566 0.56 0.535 0.529 0.494 0.474 0.464 0.447 0.445 0.433 0.427 0.413 0.408 0.403 0.399 0.396 0.383] L0H5 raw V spectrum: [2.397 2.282 2.191 2.148 2.082 2.049 2.033 1.995 1.901 1.88 1.86 1.788 1.772 1.744 1.703 1.646 1.591 1.538 1.448 1.384 1.317 1.2 1.042 0.923 0.892 0.853 0.817 0.784 0.767 0.744 0.737 0.722 0.709 0.681 0.663 0.654 0.627 0.599 0.579 0.571] Joint raw V1,V5 spectrum: [3.023 2.923 2.898 2.843 2.791 2.735 2.708 2.661 2.614 2.601 2.519 2.44 2.421 2.379 2.364 2.311 2.266 2.214 2.194 2.105 2.019 1.897 1.838 1.726 1.497 1.42 1.348 1.111 1. 0.935 0.918 0.89 0.865 0.854 0.821 0.81 0.793 0.779 0.76 0.725 0.721 0.702 0.693 0.676 0.64 0.619 0.601 0.546 0.54 0.534] current-weight coefficients spectrum [7.666 6.317 5.921 5.691 5.479 5.437 5.174 5.037 4.95 4.823 4.765 4.693 4.565 4.495 4.352 4.329 4.306 4.22 4.114 4.067 3.962 3.751 3.637 3.509 3.418 3.402 3.245 1.936] K 5 silhouette 0.035 median member-center cosine 0.3996 sizes [384 334 322 304 192] K 10 silhouette 0.0437 median member-center cosine 0.472 sizes [226 204 191 169 167 147 145 136 77 74] K 20 silhouette 0.0622 median member-center cosine 0.5421 sizes [126 123 120 110 104 95 91 83 74 68 67 62 62 61 61 53 49 46 44 37] K 28 silhouette 0.0729 median member-center cosine 0.5757 sizes [113 112 98 83 81 78 70 69 65 62 52 50 49 48 45 45 41 40 40 39 36 35 35 35 33 32 26 24] closest cluster pairs: [(np.float64(0.663), 15, 2), (np.float64(0.658), 15, 11), (np.float64(0.61), 15, 5), (np.float64(0.573), 5, 2), (np.float64(0.556), 11, 2), (np.float64(0.55), 10, 5), (np.float64(0.549), 26, 11), (np.float64(0.538), 26, 0), (np.float64(0.531), 24, 11), (np.float64(0.53), 24, 0), (np.float64(0.528), 11, 5), (np.float64(0.527), 26, 2), (np.float64(0.523), 5, 0), (np.float64(0.517), 11, 0), (np.float64(0.514), 15, 10)] K 35 silhouette 0.0739 median member-center cosine 0.5933 sizes [85 72 71 70 67 67 64 59 57 54 54 51 45 43 43 42 41 41 40 38 37 36 35 35 34 32 30 29 28 26 25 23 23 20 19] K 50 silhouette 0.0806 median member-center cosine 0.6265 sizes [51 48 44 44 44 43 41 40 39 38 37 37 37 36 36 35 34 34 34 34 34 33 33 33 32 32 32 30 29 27 26 26 25 25 25 25 24 24 24 24 23 23 23 22 21 19 17 16 15 8] preceding-weight coefficients spectrum [3.11 2.396 2.107 2.023 1.8 1.72 1.566 1.525 1.419 1.295 1.23 1.094 1.01 0.981 0.933 0.885 0.828 0.722 0.574 0.419 0.344 0.309 0.238 0.165 0.111 0.095 0.073 0.059] K 5 silhouette 0.0428 median member-center cosine 0.4265 sizes [460 294 277 258 247] K 10 silhouette 0.034 median member-center cosine 0.4962 sizes [274 171 163 144 141 135 133 130 125 120] K 20 silhouette 0.0348 median member-center cosine 0.5515 sizes [97 96 91 88 85 85 84 82 81 77 73 72 72 71 69 69 68 63 62 51] K 28 silhouette 0.0382 median member-center cosine 0.5809 sizes [81 74 73 69 67 67 66 64 60 60 59 57 57 57 56 54 54 51 49 49 44 41 41 41 38 37 37 33] closest cluster pairs: [(np.float64(0.661), 7, 1), (np.float64(0.625), 26, 25), (np.float64(0.61), 13, 5), (np.float64(0.595), 7, 2), (np.float64(0.592), 24, 15), (np.float64(0.592), 9, 4), (np.float64(0.582), 21, 13), (np.float64(0.568), 5, 4), (np.float64(0.565), 22, 14), (np.float64(0.564), 15, 9), (np.float64(0.562), 7, 6), (np.float64(0.561), 26, 15), (np.float64(0.546), 9, 1), (np.float64(0.541), 24, 5), (np.float64(0.522), 13, 3)] K 35 silhouette 0.0363 median member-center cosine 0.5958 sizes [68 66 66 60 59 58 55 54 50 49 47 47 46 44 44 43 43 43 42 42 41 39 39 38 38 37 37 36 35 34 30 28 27 26 25] K 50 silhouette 0.0397 median member-center cosine 0.6229 sizes [63 46 46 45 44 44 44 43 42 41 40 38 38 36 36 35 34 33 33 32 31 31 31 30 30 30 29 29 28 28 27 27 27 26 25 25 25 25 22 22 20 20 20 19 17 17 17 15 15 15] Mutual information between the two 28-way weight clusterings: 0.08046534892583179 Cross-cluster count matrix: 0 1 2 2 4 3 1 4 1 1 0 1 0 2 8 3 0 0 1 0 0 2 3 0 5 1 5 2 2 5 3 0 2 6 1 1 3 2 7 1 1 6 1 7 3 2 2 4 0 5 1 0 3 0 1 1 1 4 3 4 8 6 10 10 1 7 2 5 2 5 4 8 0 0 0 2 1 8 6 0 6 3 3 4 3 0 1 2 1 0 0 2 4 0 5 0 1 0 3 0 2 7 1 0 3 0 5 3 1 1 0 0 1 3 3 1 1 3 2 3 3 3 2 5 4 1 1 2 2 1 0 1 1 5 3 4 1 3 2 1 0 7 5 5 11 5 7 11 0 2 1 9 0 8 6 3 0 1 0 3 0 7 3 0 8 5 3 2 0 0 0 0 0 0 0 0 5 1 6 0 0 1 0 1 8 3 4 3 7 0 0 1 1 0 0 0 0 0 2 2 3 1 0 3 2 2 0 1 0 4 1 2 2 1 0 1 1 0 1 0 0 1 2 0 0 3 0 0 2 2 2 0 0 1 0 1 1 0 2 1 3 2 0 6 1 1 0 2 0 1 1 1 0 2 2 4 1 1 2 1 0 0 2 0 0 0 1 2 2 6 1 1 0 1 1 5 0 0 0 1 0 11 5 5 5 4 4 8 0 7 0 3 0 0 0 3 0 1 1 1 4 4 4 1 6 2 2 2 0 6 12 3 7 3 7 4 0 5 0 1 0 3 2 4 0 0 0 0 1 3 6 1 5 5 3 0 2 1 1 0 1 5 0 0 2 0 3 0 1 1 1 1 5 0 3 0 0 0 0 3 2 0 1 2 3 0 1 0 0 0 0 0 27 0 4 0 6 0 0 0 8 6 8 0 2 0 2 2 0 0 0 0 0 1 1 0 0 0 2 0 5 2 3 1 1 0 0 0 2 2 0 0 1 0 1 0 4 0 0 0 0 8 6 3 7 7 5 7 1 5 0 7 0 5 3 3 0 0 0 1 0 4 5 0 4 12 4 1 0 0 0 1 0 1 0 1 4 1 0 3 2 0 0 0 1 1 1 4 0 0 0 0 3 0 0 1 4 0 0 1 1 0 0 1 5 2 2 2 4 0 2 1 3 1 4 0 2 2 1 4 0 2 1 0 0 0 1 0 1 3 0 1 3 2 2 0 1 0 1 1 2 2 4 0 3 1 0 6 2 1 1 2 4 1 0 1 0 4 1 0 1 0 3 0 2 0 1 0 1 0 1 3 4 3 0 2 0 0 2 1 4 1 1 6 2 0 1 2 2 1 1 2 0 1 3 1 2 0 0 0 1 2 1 1 1 2 2 0 0 1 0 2 4 1 2 1 2 4 4 0 3 2 0 2 1 1 1 0 0 3 1 2 0 1 1 10 6 2 1 1 0 3 4 1 3 3 1 2 0 1 3 2 0 2 3 1 1 2 0 0 1 2 2 3 1 2 1 3 2 3 3 1 4 1 3 1 1 1 1 1 0 6 1 0 1 2 5 0 1 1 1 1 0 3 2 4 5 3 1 3 1 3 1 1 0 3 4 5 0 2 1 0 0 3 4 0 2 10 3 1 4 0 1 2 0 0 5 0 2 0 5 2 1 1 3 1 0 1 2 2 1 0 0 0 4 0 2 0 3 4 5 3 3 2 4 6 0 4 0 2 0 4 3 2 1 4 0 3 1 8 4 3 5 1 2 1 0 1 1 1 3 0 0 2 0 0 0 1 2 0 0 1 1 5 2 1 1 3 3 1 2 0 0 4 ```