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
0.52
0.49/0.00
2.00
0.06
0.03
207.00
1.00
0.00
All clustering variants
Old ranking - len = 2
2 ■ 0.99/0.01 ■ 2 ■ 1.7
Best clustering variants
2 0.99/0.01 2 1.7
Parameters [8, 0.99, 0.01, 2] average weight 1.7 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 8 clusters
Cluster# (8)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
8.49
12.86
0.00/0.25
2.00
1.59
0.80
200.00
1.50
0.25
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
187.00
1.00
0.00
5
0.00
0.00
0.00/0.00
1.00
0.00
0.00
119.00
2.00
0.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
110.00
3.00
0.00
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
94.00
4.00
0.00
2
0.00
0.00
0.00/0.00
1.00
0.00
0.00
101.00
5.00
0.00
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
100.00
6.00
0.00
1
0.00
0.00
0.00/0.00
1.00
0.00
0.00
106.00
7.00
0.00
Sentence-cluster ID (count= 8)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.00/0.25
8.49
12.86
2.00
1.59
0.80
200.00
1.50
0.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.80 | 10.71 | 1.00 | 26-11-09 22:36 | 1 | 7 | дома Македонија Гајдова: Процената на ризик по пријавено насилство мора да се прави многу...
0.80 | 10.71 | 1.00 | 26-11-09 22:36 | 2 | 8 | Македонија 09.11.2026 22:33 Гајдова: Процената на ризик по пријавено насилство мора да се прави многу посуш.
Sentence-cluster ID (count= 8)
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
187.00
1.00
0.00
Sentence-cluster ID (count= 8)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
0.00/0.00
0.00
0.00
1.00
0.00
0.00
119.00
2.00
0.00
Sentence-cluster ID (count= 8)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
7
0.00/0.00
0.00
0.00
1.00
0.00
0.00
110.00
3.00
0.00
Sentence-cluster ID (count= 8)
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
94.00
4.00
0.00
Sentence-cluster ID (count= 8)
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
101.00
5.00
0.00
Sentence-cluster ID (count= 8)
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
100.00
6.00
0.00
Sentence-cluster ID (count= 8)
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
106.00
7.00
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
4.25
2.14/0.00
6.00
0.61
0.10
623.00
3.00
2.67
1
0.00
1.28
0.96/0.00
3.00
0.14
0.05
394.00
4.33
6.22
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
2.14/0.00
0.00
4.25
6.00
0.61
0.10
623.00
3.00
2.67
Sentence-cluster ID (count= 2)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.96/0.00
0.00
1.28
3.00
0.14
0.05
394.00
4.33
6.22