Article-cluster size (# of articles)
new weight
old weight
lower/upper
Articles count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
4
0.00
7.28
0.69/0.00
4.00
0.96
0.24
298.00
1.00
0.00
All clustering variants
Old ranking - len = 4
2 ■ 0.99/0.01 ■ 2 ■ 0.6
Best clustering variants
2 0.99/0.01 2 0.6
Parameters [10, 0.99, 0.01, 2] average weight 0.6 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 10 clusters
Cluster# (10)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
2.67
18.34
0.27/0.06
4.00
2.06
0.51
645.00
5.75
1.19
1
0.24
14.39
0.47/0.01
4.00
1.75
0.44
435.00
5.50
16.25
2
0.00
8.44
0.03/0.00
2.00
1.05
0.52
197.00
7.50
0.25
0
0.00
6.26
0.05/0.00
2.00
1.00
0.50
71.00
6.00
4.00
7
0.00
0.00
0.00/0.00
1.00
0.00
0.00
100.00
5.00
0.00
5
0.00
0.00
0.00/0.00
1.00
0.00
0.00
77.00
11.00
0.00
8
0.00
0.00
0.00/0.00
1.00
0.00
0.00
131.00
2.00
0.00
6
0.00
0.00
0.00/0.00
1.00
0.00
0.00
111.00
5.00
0.00
9
0.00
0.00
0.00/0.00
1.00
0.00
0.00
10.00
9.00
0.00
4
0.00
0.00
0.00/0.00
1.00
0.00
0.00
215.00
10.00
0.00
Sentence-cluster ID (count= 10)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
3
0.27/0.06
2.67
18.34
4.00
2.06
0.51
645.00
5.75
1.19
Sentence-cluster ID (count= 10)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
0.47/0.01
0.24
14.39
4.00
1.75
0.44
435.00
5.50
16.25
Sentence-cluster ID (count= 10)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
2
0.03/0.00
0.00
8.44
2.00
1.05
0.52
197.00
7.50
0.25
Sentence-cluster ID (count= 10)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.05/0.00
0.00
6.26
2.00
1.00
0.50
71.00
6.00
4.00
Sentence-cluster ID (count= 10)
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
100.00
5.00
0.00
Sentence-cluster ID (count= 10)
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
77.00
11.00
0.00
Sentence-cluster ID (count= 10)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
8
0.00/0.00
0.00
0.00
1.00
0.00
0.00
131.00
2.00
0.00
Sentence-cluster ID (count= 10)
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
111.00
5.00
0.00
Sentence-cluster ID (count= 10)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
9
0.00/0.00
0.00
0.00
1.00
0.00
0.00
10.00
9.00
0.00
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.00 | 0.00 | 1.00 | 26-09-15 22:18 | 9 | 16 | Foto/ EPA.
Sentence-cluster ID (count= 10)
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
215.00
10.00
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
1.14
15.07
0.13/0.03
3.00
1.61
0.54
466.00
6.33
0.22
1
0.00
8.74
5.63/0.00
15.00
2.07
0.14
1526.00
6.33
9.96
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
0.13/0.03
1.14
15.07
3.00
1.61
0.54
466.00
6.33
0.22
Sentence-cluster ID (count= 2)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
1
5.63/0.00
0.00
8.74
15.00
2.07
0.14
1526.00
6.33
9.96
Simi | Wt/Ln | TimeC | Datetime | S# | S-Id | Text
0.48 | 7.22 | 6.00 | 26-09-15 22:18 | 4 | 13 | Риоха влезе од клупата во 62-та минута и доби шанса наместо … Фудбалерите на Валенсија поб...варот од шестото коло на Шпанското првенство.
0.42 | 6.04 | 1.00 | 26-09-15 22:41 | 2 | 9 | Голманот на македонската репрезентација ја подели највисоката оценка 7,6 со соиграчот и МПВ, Пепелу, во победата од 1:0 кај Алавес.
0.29 | 4.04 | 6.00 | 26-09-15 22:18 | 1 | 10 | Фудбалерите на Валенсија победија како гости кај Алавес со 1:0 во натпреварот од шестото коло на Шпанското првенство.
0.23 | 3.17 | 6.00 | 26-09-15 22:18 | 8 | 15 | Голманот Димитриевски беше одличен на голот, заедно со капитенот Пепелу тој беше најдобро оценетиот играч на Валенсија.
0.18 | 2.77 | 1.00 | 26-09-15 22:16 | 2 | 8 | Спорт (Видео) Димитриевски одличен, Валенсија прв пат победи во новата сезона Објавено пре...енсија победија како гости кај Алавес со 1:0.
0.18 | 2.77 | 6.00 | 26-09-15 22:18 | 10 | 17 | Luis Rioja breaks deadlock !!! Alavés 0-1 Valencia pic.twitter.com/ev2fDJITDp — Goals Xtra...— Goals Xtra (@GoalsXtra) September 15, 2026.
0.15 | 2.05 | 7.00 | 26-09-15 22:12 | 5 | 0 | Гостите се израдуваа на гол уште во 17. минута, но погодокот на Данџума беше поништен поради офсајд.
0.15 | 1.99 | 6.00 | 26-09-15 22:18 | 5 | 11 | За тимот на Столе Димитриевски ова е прва победа во сезоната, а доаѓа по отказот што го доби тренерот Корберан.
0.18 | 1.50 | 7.00 | 26-09-15 22:12 | 8 | 4 | 🚨🇪🇸 | GOAL: LUIS RIOJA OPENS THE SCORING FOR VALENCIA!
0.18 | 1.50 | 7.00 | 26-09-15 22:12 | 9 | 5 | Alaves 0-1 Valencia.
0.00 | 0.00 | 7.00 | 26-09-15 22:12 | 7 | 2 | Димитриевски беше еден од најдобро оценетите играчи на Валенсија на овој дуел.
0.00 | 0.00 | 7.00 | 26-09-15 22:12 | 4 | 3 | 🚨🇪🇸 | GOAL: LUIS.
0.00 | 0.00 | 7.00 | 26-09-15 22:12 | 10 | 6 | pic.twitter.com/uNCT8BZEY9 — TheGoalsZone (@TheGoalsZone) September 15, 2026 Alaves 0-1 Valencia.
0.00 | 0.00 | 7.00 | 26-09-15 22:12 | 11 | 7 | pic.twitter.com/uNCT8BZEY9 — TheGoalsZone (@TheGoalsZone) September 15, 2026.
0.00 | 0.00 | 6.00 | 26-09-15 22:18 | 9 | 16 | Foto/ EPA.