Article-cluster size (# of articles)
new weight
old weight
lower/upper
Articles count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
5
13.71
15.83
0.31/0.29
5.00
2.18
0.44
433.00
1.00
0.00
All clustering variants
Old ranking - len = 5
2 ■ 0.99/0.01 ■ 2 ■ 1.1
Best clustering variants
2 0.99/0.01 2 1.1
Parameters [3, 0.99, 0.01, 2] average weight 1.1 execution time 0.0s
NEW: semantic (merge_dist=0.35, adaptive=off) — 3 clusters
Cluster# (3)
new weight
old weight
lower/upper
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
3.42
18.46
0.12/0.05
4.00
2.10
0.53
602.00
2.00
0.00
2
0.00
0.00
0.00/0.00
1.00
0.00
0.00
150.00
3.00
0.00
1
0.00
0.00
0.00/0.00
1.00
0.00
0.00
50.00
4.00
0.00
Sentence-cluster ID (count= 3)
lower/upper
new weight
old weight
Sentence count
Total similarity
Avg. similarity
Total chr length
Sentence # average
Sentence # variation
0
0.12/0.05
3.42
18.46
4.00
2.10
0.53
602.00
2.00
0.00
Sentence-cluster ID (count= 3)
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
150.00
3.00
0.00
Sentence-cluster ID (count= 3)
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
50.00
4.00
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
1
0.00
12.40
0.71/0.00
4.00
1.46
0.37
508.00
2.75
0.69
0
0.00
8.99
0.04/0.00
2.00
1.03
0.51
294.00
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
1
0.71/0.00
0.00
12.40
4.00
1.46
0.37
508.00
2.75
0.69
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
0.04/0.00
0.00
8.99
2.00
1.03
0.51
294.00
2.00
0.00