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
1.60
0.33/0.00
2.00
0.22
0.11
134.00
1.00
0.00
All clustering variants
Old ranking - len = 2
2 ■ 0.99/0.01 ■ 2 ■ 4.8
Best clustering variants
2 0.99/0.01 2 4.8
Parameters [7, 0.99, 0.01, 2] average weight 4.8 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 7 clusters
Cluster# (7)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
14.39
16.47
0.00/0.36
2.00
1.81
0.91
355.00
3.00
0.00
2
9.72
14.29
0.00/0.20
2.00
1.50
0.75
451.00
1.00
0.00
0
0.00
6.83
0.15/0.00
2.00
0.79
0.40
275.00
2.00
0.00
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
67.00
4.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
355.00
5.00
0.00
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
18.00
6.00
0.00
1
0.00
0.00
0.00/0.00
1.00
0.00
0.00
213.00
4.00
0.00
Sentence-cluster ID (count= 7)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
0.00/0.36
14.39
16.47
2.00
1.81
0.91
355.00
3.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.91 | 13.49 | 1.00 | 26-11-11 16:59 | 3 | 2 | Во соопштението се додава дека, и покрај напорите на американскиот воен персонал да ги изг...стануваат зафатени од пламени и се напуштени.
0.91 | 13.49 | 1.00 | 26-11-11 17:24 | 3 | 8 | Во официјалното соопштение се додава дека, и покрај напорите на американскиот воен персона...д пламени и во моментов се целосно напуштени.
Sentence-cluster ID (count= 7)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.00/0.20
9.72
14.29
2.00
1.50
0.75
451.00
1.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.75 | 11.44 | 1.00 | 26-11-11 16:59 | 1 | 0 | Морнарицата на Иранската револуционерна гарда (ИРГЦ) наведе дека два нафтени танкера – кои...ута, под закрила на американските воени сили.
0.75 | 11.44 | 1.00 | 26-11-11 17:24 | 1 | 6 | Морнарицата на Иранската револуционерна гарда соопшти дека два нафтени танкера, кои ги пре...воите системи за навигација и идентификација.
Sentence-cluster ID (count= 7)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.15/0.00
0.00
6.83
2.00
0.79
0.40
275.00
2.00
0.00
Sentence-cluster ID (count= 7)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
0.00/0.00
0.00
0.00
1.00
0.00
0.00
67.00
4.00
0.00
Sentence-cluster ID (count= 7)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
6
0.00/0.00
0.00
0.00
1.00
0.00
0.00
355.00
5.00
0.00
Sentence-cluster ID (count= 7)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
4
0.00/0.00
0.00
0.00
1.00
0.00
0.00
18.00
6.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-11-11 16:59 | 6 | 5 | November 11, 2026.
Sentence-cluster ID (count= 7)
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
213.00
4.00
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
7.46
12.69
1.47/0.36
6.00
1.64
0.27
1008.00
4.17
1.14
1
0.00
12.64
1.02/0.00
4.00
1.39
0.35
726.00
1.50
0.25
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
1.47/0.36
7.46
12.69
6.00
1.64
0.27
1008.00
4.17
1.14
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
1.02/0.00
0.00
12.64
4.00
1.39
0.35
726.00
1.50
0.25