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
0.00
6.27
1.81/0.00
6.00
0.94
0.16
489.00
1.00
0.00
All clustering variants
Old ranking - len = 6
2 ■ 0.99/0.01 ■ 2 ■ 2.3
Best clustering variants
2 0.99/0.01 2 2.3
Parameters [4, 0.99, 0.01, 2] average weight 2.3 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
9.20
12.83
0.00/0.33
2.00
1.75
0.88
130.00
2.00
0.00
0
0.00
4.03
0.29/0.00
2.00
0.53
0.26
158.00
2.00
0.00
2
0.00
0.00
0.00/0.00
1.00
0.00
0.00
101.00
2.00
0.00
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
106.00
2.00
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
0.00/0.33
9.20
12.83
2.00
1.75
0.88
130.00
2.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.88 | 10.53 | 1.00 | 26-09-21 17:57 | 2 | 2 | Три акции под шест долари — есенска можност со висок ризик.
0.88 | 10.53 | 1.00 | 26-09-21 17:57 | 2 | 5 | Три акции под шест долари — есенска можност со висок ризик — 21.9.2026.
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
0.29/0.00
0.00
4.03
2.00
0.53
0.26
158.00
2.00
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
2
0.00/0.00
0.00
0.00
1.00
0.00
0.00
101.00
2.00
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
106.00
2.00
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
9.20
12.83
0.00/0.33
2.00
1.75
0.88
130.00
2.00
0.00
1
0.00
5.63
0.94/0.00
4.00
0.71
0.18
365.00
2.00
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
0
0.00/0.33
9.20
12.83
2.00
1.75
0.88
130.00
2.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.88 | 10.53 | 1.00 | 26-09-21 17:57 | 2 | 2 | Три акции под шест долари — есенска можност со висок ризик.
0.88 | 10.53 | 1.00 | 26-09-21 17:57 | 2 | 5 | Три акции под шест долари — есенска можност со висок ризик — 21.9.2026.
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
0.94/0.00
0.00
5.63
4.00
0.71
0.18
365.00
2.00
0.00