CDS LG-English dALWEd ward euclidean none --- 400 --- 0.0 99% 94% 0.96 1848 105 82 58 57 1.1 CDS LG-English dALWEd ward euclidean rules 0.1 281 --- 0.0 99% 95% 0.95 1848 116 115 105 82 1.2 CDS LG-English dALWEd ward euclidean updated 0.1 232 --- 0.0 99% 89% 0.90 1848 542 50 42 41 1.3 CDS LG-English dALWEd ward euclidean new 0.1 283 --- 0.0 99% 93% 0.94 1848 105 102 82 76 CDS LG-English dALCEd complete euclidean none --- 400 --- 0.0 99% 94% 0.95 2584 251 42 8 6 2.1 CDS LG-English dALCEd complete euclidean rules 0.1 265 --- 0.0 99% 91% 0.91 2835 57 53 20 9 2.2 CDS LG-English dALCEd complete euclidean updated 0.1 229 --- 0.0 99% 84% 0.85 2889 110 11 10 8 2.3 CDS LG-English dALCEd complete euclidean new 0.1 275 --- 0.0 99% 90% 0.90 2835 91 63 9 8 CDS LG-English dALCMd complete manhattan none --- 400 --- 0.0 99% 94% 0.95 2584 251 42 8 6 2.4 CDS LG-English dALCMd complete manhattan rules 0.1 265 --- 0.0 99% 91% 0.91 2835 57 53 20 9 2.5 CDS LG-English dALCMd complete manhattan updated 0.1 229 --- 0.0 99% 84% 0.85 2889 110 11 10 8 2.6 CDS LG-English dALCMd complete manhattan new 0.1 275 --- 0.0 99% 90% 0.90 2835 91 63 9 8 CDS LG-English dALCCd complete cosine none --- 400 --- 0.0 99% 75% 0.76 1813 99 53 43 40 2.7 CDS LG-English dALCCd complete cosine rules 0.1 125 --- 0.0 99% 73% 0.74 2943 105 72 15 11 2.8 CDS LG-English dALCCd complete cosine updated 0.1 31 --- 0.0 99% 73% 0.74 3124 146 7 2 1 2.9 CDS LG-English dALCCd complete cosine new 0.1 391 --- 0.0 99% 75% 0.76 1813 99 53 43 40 CDS LG-English dALAEd average euclidean none --- 400 --- 0.0 99% 93% 0.94 2907 1 0 3.1 CDS LG-English dALAEd average euclidean rules 0.1 275 --- 0.0 99% 92% 0.92 2907 22 20 13 11 3.2 CDS LG-English dALAEd average euclidean updated 0.1 208 --- 0.0 99% 86% 0.87 2907 109 48 11 9 3.3 CDS LG-English dALAEd average euclidean new 0.1 273 --- 0.0 99% 89% 0.90 2907 56 49 9 6 CDS LG-English dALAMd average manhattan none --- 400 --- 0.0 99% 93% 0.94 2907 1 0 3.4 CDS LG-English dALAMd average manhattan rules 0.1 275 --- 0.0 99% 92% 0.92 2907 22 20 13 11 3.5 CDS LG-English dALAMd average manhattan updated 0.1 208 --- 0.0 99% 86% 0.87 2907 109 48 11 9 3.6 CDS LG-English dALAMd average manhattan new 0.1 273 --- 0.0 99% 89% 0.90 2907 56 49 9 6 CDS LG-English dALACd average cosine none --- 400 --- 0.0 99% 73% 0.73 2706 186 7 3 2 3.7 CDS LG-English dALACd average cosine rules 0.1 400 --- 0.0 99% 73% 0.74 2706 186 7 3 2 3.8 CDS LG-English dALACd average cosine updated 0.1 400 --- 0.0 99% 73% 0.74 2706 186 7 3 2 3.9 CDS LG-English dALACd average cosine new 0.1 400 --- 0.0 99% 73% 0.74 2706 186 7 3 2 CDS LG-English dALWEd ward euclidean none --- 400 --- 0.0 99% 94% 0.96 1848 105 82 58 57 4.1 CDS LG-English dALWEd ward euclidean rules 0.05 161 --- 0.0 99% 79% 0.80 2755 146 37 33 31 4.2 CDS LG-English dALWEd ward euclidean updated 0.05 fail --- 0.0 0% 0% --- 4.3 CDS LG-English dALWEd ward euclidean new 0.05 fail --- 0.0 0% 0% --- CDS LG-English dALCEd complete euclidean none --- 400 --- 0.0 99% 94% 0.95 2584 251 42 8 6 5.1 CDS LG-English dALCEd complete euclidean rules 0.05 163 --- 0.0 99% 80% 0.81 2982 24 22 16 15 5.2 CDS LG-English dALCEd complete euclidean updated 0.05 fail --- 0.0 0% 0% --- 5.3 CDS LG-English dALCEd complete euclidean new 0.05 fail --- 0.0 0% 0% --- CDS LG-English dALCMd complete manhattan none --- 400 --- 0.0 99% 94% 0.95 2584 251 42 8 6 5.4 CDS LG-English dALCMd complete manhattan rules 0.05 163 --- 0.0 99% 80% 0.81 2982 24 22 16 15 5.5 CDS LG-English dALCMd complete manhattan updated 0.05 fail --- 0.0 0% 0% --- 5.6 CDS LG-English dALCMd complete manhattan new 0.05 fail --- 0.0 0% 0% --- CDS LG-English dALCCd complete cosine none --- 400 --- 0.0 99% 75% 0.76 1813 99 53 43 40 5.7 CDS LG-English dALCCd complete cosine rules 0.05 118 --- 0.0 99% 73% 0.74 3125 15 11 7 6 5.8 CDS LG-English dALCCd complete cosine updated 0.05 31 --- 0.0 99% 73% 0.74 3124 146 7 2 1 5.9 CDS LG-English dALCCd complete cosine new 0.05 300 --- 0.0 99% 74% 0.75 1813 552 281 28 26 CDS LG-English dALAEd average euclidean none --- 400 --- 0.0 99% 93% 0.94 2907 1 0 6.1 CDS LG-English dALAEd average euclidean rules 0.05 139 --- 0.0 99% 79% 0.80 3021 47 14 12 9 6.2 CDS LG-English dALAEd average euclidean updated 0.05 fail --- 0.0 0% 0% --- 6.3 CDS LG-English dALAEd average euclidean new 0.05 126 --- 0.0 99% 75% 0.76 2907 271 4 2 1 CDS LG-English dALAMd average manhattan none --- 400 --- 0.0 99% 93% 0.94 2907 1 0 6.4 CDS LG-English dALAMd average manhattan rules 0.05 139 --- 0.0 99% 79% 0.80 3021 47 14 12 9 6.5 CDS LG-English dALAMd average manhattan updated 0.05 fail --- 0.0 0% 0% --- 6.6 CDS LG-English dALAMd average manhattan new 0.05 126 --- 0.0 99% 75% 0.76 2907 271 4 2 1 CDS LG-English dALACd average cosine none --- 400 --- 0.0 99% 73% 0.73 2706 186 7 3 2 6.7 CDS LG-English dALACd average cosine rules 0.05 400 --- 0.0 99% 73% 0.74 2706 186 7 3 2 6.8 CDS LG-English dALACd average cosine updated 0.05 400 --- 0.0 99% 73% 0.74 2706 186 7 3 2 6.9 CDS LG-English dALACd average cosine new 0.05 400 --- 0.0 99% 73% 0.74 2706 186 7 3 2 CDS LG-English dALWEd ward euclidean none --- 300 --- 0.0 99% 94% 0.96 2029 127 85 78 59 7.1 CDS LG-English dALWEd ward euclidean rules 0.05 121 --- 0.0 99% 79% 0.80 2698 337 43 34 12 7.2 CDS LG-English dALWEd ward euclidean updated 0.05 fail --- 0.0 0% 0% --- 7.3 CDS LG-English dALWEd ward euclidean new 0.05 107 --- 0.0 99% 75% 0.76 2029 1098 34 4 3 CDS LG-English dALCEd complete euclidean none --- 300 --- 0.0 99% 93% 0.94 2983 7 5 4 3 8.1 CDS LG-English dALCEd complete euclidean rules 0.05 fail --- 0.0 0% 0% --- 8.2 CDS LG-English dALCEd complete euclidean updated 0.05 2 --- 0.0 99% 72% 0.73 3305 1 0 8.3 CDS LG-English dALCEd complete euclidean new 0.05 109 --- 0.0 99% 76% 0.77 2983 208 4 3 2 CDS LG-English dALCMd complete manhattan none --- 300 --- 0.0 99% 93% 0.94 2983 7 5 4 3 8.4 CDS LG-English dALCMd complete manhattan rules 0.05 fail --- 0.0 0% 0% --- 8.5 CDS LG-English dALCMd complete manhattan updated 0.05 2 --- 0.0 99% 72% 0.73 3305 1 0 8.6 CDS LG-English dALCMd complete manhattan new 0.05 109 --- 0.0 99% 76% 0.77 2983 208 4 3 2 CDS LG-English dALCCd complete cosine none --- 300 --- 0.0 99% 75% 0.76 2047 99 53 43 40 8.7 CDS LG-English dALCCd complete cosine rules 0.05 85 --- 0.0 99% 73% 0.74 3199 7 3 2 1 8.8 CDS LG-English dALCCd complete cosine updated 0.05 85 --- 0.0 99% 73% 0.74 3199 7 3 2 1 8.9 CDS LG-English dALCCd complete cosine new 0.05 239 --- 0.0 99% 73% 0.75 2047 299 281 43 28 CDS LG-English dALAEd average euclidean none --- 300 --- 0.0 99% 93% 0.94 3007 1 0 9.1 CDS LG-English dALAEd average euclidean rules 0.05 fail --- 0.0 0% 0% --- 9.2 CDS LG-English dALAEd average euclidean updated 0.05 fail --- 0.0 0% 0% --- 9.3 CDS LG-English dALAEd average euclidean new 0.05 105 --- 0.0 99% 76% 0.77 3007 189 4 2 1 CDS LG-English dALAMd average manhattan none --- 300 --- 0.0 99% 93% 0.94 3007 1 0 9.4 CDS LG-English dALAMd average manhattan rules 0.05 fail --- 0.0 0% 0% --- 9.5 CDS LG-English dALAMd average manhattan updated 0.05 fail --- 0.0 0% 0% --- 9.6 CDS LG-English dALAMd average manhattan new 0.05 105 --- 0.0 99% 76% 0.77 3007 189 4 2 1 CDS LG-English dALACd average cosine none --- 300 --- 0.0 99% 72% 0.73 2706 287 7 3 2 9.7 CDS LG-English dALACd average cosine rules 0.05 300 --- 0.0 99% 73% 0.74 2706 287 7 3 2 9.8 CDS LG-English dALACd average cosine updated 0.05 300 --- 0.0 99% 73% 0.74 2706 287 7 3 2 9.9 CDS LG-English dALACd average cosine new 0.05 300 --- 0.0 99% 73% 0.74 2706 287 7 3 2 CDS LG-English dALWEd ward euclidean none --- 200 --- 0.0 99% 95% 0.96 2296 138 90 89 86 10.1 CDS LG-English dALWEd ward euclidean rules 0.1 121 --- 0.0 99% 86% 0.87 2296 251 209 172 90 10.2 CDS LG-English dALWEd ward euclidean updated 0.1 71 --- 0.0 99% 77% 0.78 2757 237 190 25 11 10.3 CDS LG-English dALWEd ward euclidean new 0.1 134 --- 0.0 99% 90% 0.91 2296 171 127 90 89 CDS LG-English dALCEd complete euclidean none --- 200 --- 0.0 99% 92% 0.93 3068 22 7 4 3 11.1 CDS LG-English dALCEd complete euclidean rules 0.1 122 --- 0.0 99% 86% 0.87 3068 50 37 7 5 11.2 CDS LG-English dALCEd complete euclidean updated 0.1 59 --- 0.0 99% 76% 0.78 3125 78 19 9 7 11.3 CDS LG-English dALCEd complete euclidean new 0.1 140 --- 0.0 99% 87% 0.88 3068 43 22 13 6 CDS LG-English dALCMd complete manhattan none --- 200 --- 0.0 99% 92% 0.93 3068 22 7 4 3 11.4 CDS LG-English dALCMd complete manhattan rules 0.1 122 --- 0.0 99% 86% 0.87 3068 50 37 7 5 11.5 CDS LG-English dALCMd complete manhattan updated 0.1 59 --- 0.0 99% 76% 0.78 3125 78 19 9 7 11.6 CDS LG-English dALCMd complete manhattan new 0.1 140 --- 0.0 99% 87% 0.88 3068 43 22 13 6 CDS LG-English dALCCd complete cosine none --- 200 --- 0.0 99% 73% 0.74 2340 99 53 43 40 11.7 CDS LG-English dALCCd complete cosine rules 0.1 198 --- 0.0 99% 73% 0.74 2340 99 53 43 40 11.8 CDS LG-English dALCCd complete cosine updated 0.1 198 --- 0.0 99% 73% 0.74 2340 99 53 43 40 11.9 CDS LG-English dALCCd complete cosine new 0.1 198 --- 0.0 99% 73% 0.74 2340 99 53 43 40 CDS LG-English dALAEd average euclidean none --- 200 --- 0.0 99% 92% 0.93 3107 1 0 12.1 CDS LG-English dALAEd average euclidean rules 0.1 114 --- 0.0 99% 84% 0.85 3107 33 20 6 5 12.2 CDS LG-English dALAEd average euclidean updated 0.1 71 --- 0.0 99% 79% 0.80 3143 33 16 11 10 12.3 CDS LG-English dALAEd average euclidean new 0.1 140 --- 0.0 99% 86% 0.87 3107 38 13 4 3 CDS LG-English dALAMd average manhattan none --- 200 --- 0.0 99% 92% 0.93 3107 1 0 12.4 CDS LG-English dALAMd average manhattan rules 0.1 114 --- 0.0 99% 84% 0.85 3107 33 20 6 5 12.5 CDS LG-English dALAMd average manhattan updated 0.1 71 --- 0.0 99% 79% 0.80 3143 33 16 11 10 12.6 CDS LG-English dALAMd average manhattan new 0.1 140 --- 0.0 99% 86% 0.87 3107 38 13 4 3 CDS LG-English dALACd average cosine none --- 200 --- 0.0 99% 73% 0.73 2706 388 7 3 2 12.7 CDS LG-English dALACd average cosine rules 0.1 200 --- 0.0 99% 73% 0.74 2706 388 7 3 2 12.8 CDS LG-English dALACd average cosine updated 0.1 200 --- 0.0 99% 73% 0.74 2706 388 7 3 2 12.9 CDS LG-English dALACd average cosine new 0.1 200 --- 0.0 99% 73% 0.74 2706 388 7 3 2