Article-cluster size (# of articles)
new weight
old weight
lower/upper
Articles count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
6
11.60
14.68
0.89/0.45
6.00
2.31
0.38
405.00
1.00
0.00
All clustering variants
Old ranking - len = 6
2 ■ 0.99/0.01 ■ 2 ■ 4.8
Best clustering variants
2 0.99/0.01 2 4.8
Parameters [3, 0.99, 0.01, 2] average weight 4.8 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
8.22
13.12
0.00/0.20
2.00
1.50
0.75
294.00
1.00
0.00
0
5.21
14.67
0.34/0.18
3.00
1.67
0.56
347.00
2.00
2.00
1
1.01
10.34
0.00/0.03
2.00
1.15
0.58
338.00
2.50
0.25
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
0.00/0.20
8.22
13.12
2.00
1.50
0.75
294.00
1.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.75 | 11.11 | 1.00 | 26-09-28 14:05 | 1 | 0 | .9.2026 - АЛТА банка АД Битола - Промени кај акционери со значителен удел .9.2026 - АЛТА б...а - Промени кај акционери со значителен удел.
0.75 | 11.11 | 1.00 | 26-09-28 14:05 | 1 | 5 | .9.2026 - РЖ Услуги АД Скопје - Промени кај акционери со значителен удел .9.2026 - РЖ Услу...е - Промени кај акционери со значителен удел.
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
0.34/0.18
5.21
14.67
3.00
1.67
0.56
347.00
2.00
2.00
Sentence-cluster ID (count= 3)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.00/0.03
1.01
10.34
2.00
1.15
0.58
338.00
2.50
0.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.58 | 7.02 | 1.00 | 26-09-28 16:13 | 3 | 3 | Hа ден 28.09.2026 година, Берзата изврши бришење на издавачот Факом АД Скопје од Листата з... за отворање стечајна постапка над друштвото.
0.58 | 7.02 | 1.00 | 26-09-28 14:08 | 2 | 6 | Бришење на издавачот Факом АД Скопје од Листата за набљудување.
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
1
0.10
14.71
0.07/0.00
3.00
1.60
0.53
425.00
3.00
0.67
0
0.00
16.12
0.53/0.00
4.00
1.87
0.47
554.00
1.00
0.00
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
0.07/0.00
0.10
14.71
3.00
1.60
0.53
425.00
3.00
0.67
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
0.53/0.00
0.00
16.12
4.00
1.87
0.47
554.00
1.00
0.00