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
2.71
0.22/0.00
2.00
0.33
0.17
207.00
1.00
0.00
All clustering variants
Old ranking - len = 2
2 ■ 0.99/0.01 ■ 2 ■ 0.4
Best clustering variants
2 0.99/0.01 2 0.4
Parameters [6, 0.99, 0.01, 2] average weight 0.4 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 6 clusters
Cluster# (6)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
1.80
10.59
0.00/0.06
2.00
1.22
0.61
281.00
5.50
6.25
0
0.00
12.93
0.33/0.00
3.00
1.24
0.41
836.00
11.67
2.89
5
0.00
0.00
0.00/0.00
1.00
0.00
0.00
97.00
4.00
0.00
2
0.00
0.00
0.00/0.00
1.00
0.00
0.00
316.00
9.00
0.00
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
90.00
12.00
0.00
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
389.00
13.00
0.00
Sentence-cluster ID (count= 6)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.00/0.06
1.80
10.59
2.00
1.22
0.61
281.00
5.50
6.25
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.61 | 8.59 | 1.00 | 26-09-09 17:55 | 3 | 0 | Нова можност за вработување на граѓани од Македонија и уште 15 држави надвор од Европската...се отвора во Данска од 1 јануари 2027 година.
0.61 | 8.59 | 1.00 | 26-09-09 14:40 | 8 | 2 | Данска од 1 јануари 2027 година воведува нова програма за вработување на странски работниц... 16 земји кои не се членки на Европска Унија.
Sentence-cluster ID (count= 6)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.33/0.00
0.00
12.93
3.00
1.24
0.41
836.00
11.67
2.89
Sentence-cluster ID (count= 6)
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
97.00
4.00
0.00
Sentence-cluster ID (count= 6)
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
316.00
9.00
0.00
Sentence-cluster ID (count= 6)
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
90.00
12.00
0.00
Sentence-cluster ID (count= 6)
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
389.00
13.00
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
1.18
13.46
0.69/0.06
4.00
1.49
0.37
688.00
8.25
11.19
1
0.00
8.72
1.24/0.00
5.00
0.96
0.19
1321.00
10.20
12.56
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
0.69/0.06
1.18
13.46
4.00
1.49
0.37
688.00
8.25
11.19
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
1.24/0.00
0.00
8.72
5.00
0.96
0.19
1321.00
10.20
12.56