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
3.75
0.07/0.00
2.00
0.48
0.24
168.00
1.00
0.00
All clustering variants
Old ranking - len = 2
2 ■ 0.99/0.01 ■ 2 ■ 0.0
Best clustering variants
2 0.99/0.01 2 0.0
Parameters [4, 0.99, 0.01, 2] average weight 0.0 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
0
0.00
7.12
0.61/0.00
3.00
0.67
0.22
946.00
2.33
0.22
3
0.00
0.00
0.00/0.00
1.00
0.00
0.00
411.00
1.00
0.00
2
0.00
0.00
0.00/0.00
1.00
0.00
0.00
136.00
4.00
0.00
1
0.00
0.00
0.00/0.00
1.00
0.00
0.00
17.00
5.00
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
0
0.61/0.00
0.00
7.12
3.00
0.67
0.22
946.00
2.33
0.22
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
411.00
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
2
0.00/0.00
0.00
0.00
1.00
0.00
0.00
136.00
4.00
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
0.00/0.00
0.00
0.00
1.00
0.00
0.00
17.00
5.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-10-17 17:04 | 5 | 5 | October 16, 2026.
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
5.83
0.51/0.00
3.00
0.59
0.20
629.00
2.67
2.89
1
0.00
6.29
0.68/0.00
3.00
0.60
0.20
881.00
3.00
0.67
Sentence-cluster ID (count= 2)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.51/0.00
0.00
5.83
3.00
0.59
0.20
629.00
2.67
2.89
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
0.68/0.00
0.00
6.29
3.00
0.60
0.20
881.00
3.00
0.67