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
0.76
0.44/0.00
2.00
0.11
0.05
116.00
1.00
0.00
All clustering variants
Old ranking - len = 2
2 ■ 0.99/0.01 ■ 2 ■ 1.2
Best clustering variants
2 0.99/0.01 2 1.2
Parameters [4, 0.99, 0.01, 2] average weight 1.2 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 4 clusters
Cluster# (4)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
4.75
11.02
0.00/0.21
2.00
1.51
0.76
128.00
6.50
0.25
0
0.00
13.30
0.87/0.00
5.00
1.63
0.33
762.00
2.80
2.16
2
0.00
0.00
0.00/0.00
1.00
0.00
0.00
362.00
3.00
0.00
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
132.00
1.00
0.00
Sentence-cluster ID (count= 4)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.00/0.21
4.75
11.02
2.00
1.51
0.76
128.00
6.50
0.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.76 | 8.45 | 1.00 | 26-10-29 07:34 | 6 | 5 | Прекини на струја во Куманово и Старо Нагоричане.
0.76 | 8.45 | 1.00 | 26-10-29 07:34 | 7 | 6 | Прекини на струја во Куманово и Старо Нагоричане 29.10.2026 07:33 KumanovoNews.
Sentence-cluster ID (count= 4)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.87/0.00
0.00
13.30
5.00
1.63
0.33
762.00
2.80
2.16
Sentence-cluster ID (count= 4)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.00/0.00
0.00
0.00
1.00
0.00
0.00
362.00
3.00
0.00
Sentence-cluster ID (count= 4)
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
132.00
1.00
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
7.37
15.68
0.51/0.21
5.00
1.89
0.38
809.00
3.60
6.24
1
0.00
13.79
0.36/0.00
4.00
1.58
0.40
575.00
3.25
1.69
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
0.51/0.21
7.37
15.68
5.00
1.89
0.38
809.00
3.60
6.24
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
0.36/0.00
0.00
13.79
4.00
1.58
0.40
575.00
3.25
1.69