Article-cluster size (# of articles)
new weight
old weight
lower/upper
Articles count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.00
1.84
0.29/0.00
2.00
0.26
0.13
117.00
1.00
0.00
All clustering variants
Old ranking - len = 2
2 ■ 0.99/0.01 ■ 2 ■ 4.1
Best clustering variants
2 0.99/0.01 2 4.1
Parameters [3, 0.99, 0.01, 2] average weight 4.1 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 3 clusters
Cluster# (3)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
12.37
21.46
0.19/0.29
4.00
2.53
0.63
505.00
4.75
5.19
0
0.00
10.69
0.46/0.00
3.00
1.01
0.34
898.00
6.00
2.67
1
0.00
0.00
0.00/0.00
1.00
0.00
0.00
152.00
5.00
0.00
Sentence-cluster ID (count= 3)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.19/0.29
12.37
21.46
4.00
2.53
0.63
505.00
4.75
5.19
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.78 | 10.84 | 3.00 | 26-09-11 13:23 | 5 | 2 | Бројот на ноќевањата во јули 2026 година изнесува 795 083, од кои 67.2 % се од домашните т...а 223 711 туристи оствариле 795 083 ноќевања.
0.78 | 10.84 | 3.00 | 26-09-11 13:23 | 7 | 3 | Бројот на ноќевањата во јули 2026 година изнесува 795 083, од кои 67.2 % се од домашните туристи, а 32.8 % од странските туристи.
0.61 | 6.25 | 1.00 | 26-09-11 12:20 | 6 | 7 | Во јули 2026 година 223 711 туристи.
0.36 | 5.19 | 3.00 | 26-09-11 13:23 | 1 | 0 | Според податоците на Државниот завод за статистика(ДЗС), во јули 2026 година 223 711 туристи оствариле 795 083 ноќевања.
Sentence-cluster ID (count= 3)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.46/0.00
0.00
10.69
3.00
1.01
0.34
898.00
6.00
2.67
Sentence-cluster ID (count= 3)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.00/0.00
0.00
0.00
1.00
0.00
0.00
152.00
5.00
0.00
OLD: TF-IDF K-Means (k=2) — 2 clusters
Cluster# (2)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.00
14.10
0.94/0.00
5.00
1.63
0.33
1008.00
5.20
5.36
1
0.00
16.10
0.21/0.00
3.00
1.67
0.56
547.00
5.33
1.56
Sentence-cluster ID (count= 2)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.94/0.00
0.00
14.10
5.00
1.63
0.33
1008.00
5.20
5.36
Sentence-cluster ID (count= 2)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.21/0.00
0.00
16.10
3.00
1.67
0.56
547.00
5.33
1.56