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update source code and pipeline

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trungkienbkhn
2025-09-04 14:39:02 +00:00
parent 9aabd991c5
commit 878310a551
82 changed files with 24373 additions and 0 deletions
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cluster/dbscan_grid_search_summary_20250731_232801.csv Normal file
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trial_id,eps,min_samples,n_clusters,n_noise,noise_ratio,silhouette_score,status
1,0.001,50,0,2800,1.0,,failed
2,0.002,50,0,2800,1.0,,failed
3,0.005,50,0,2800,1.0,,failed
4,0.01,50,2,2436,0.87,0.8994060754776001,success
5,0.02,50,2,2220,0.7928571428571428,0.7592437863349915,success
6,0.03,50,1,2168,0.7742857142857142,,failed
7,0.04,50,1,2157,0.7703571428571429,,failed
8,0.05,50,2,2089,0.7460714285714286,0.8926841616630554,success
9,0.1,50,6,1204,0.43,0.6831505298614502,success
10,0.15,50,4,645,0.23035714285714284,0.6648684740066528,success
11,0.2,50,5,374,0.13357142857142856,0.6100894212722778,success
12,0.25,50,3,258,0.09214285714285714,0.41854172945022583,success
13,0.3,50,1,210,0.075,,failed
14,0.35,50,1,163,0.05821428571428571,,failed
15,0.4,50,1,145,0.05178571428571429,,failed
16,0.45,50,1,123,0.04392857142857143,,failed
17,0.5,50,1,107,0.038214285714285715,,failed
18,0.6,50,1,23,0.008214285714285714,,failed
19,0.7,50,1,0,0.0,,failed
20,0.8,50,1,0,0.0,,failed
21,0.9,50,1,0,0.0,,failed
22,1.0,50,1,0,0.0,,failed
1 trial_id eps min_samples n_clusters n_noise noise_ratio silhouette_score status
2 1 0.001 50 0 2800 1.0 failed
3 2 0.002 50 0 2800 1.0 failed
4 3 0.005 50 0 2800 1.0 failed
5 4 0.01 50 2 2436 0.87 0.8994060754776001 success
6 5 0.02 50 2 2220 0.7928571428571428 0.7592437863349915 success
7 6 0.03 50 1 2168 0.7742857142857142 failed
8 7 0.04 50 1 2157 0.7703571428571429 failed
9 8 0.05 50 2 2089 0.7460714285714286 0.8926841616630554 success
10 9 0.1 50 6 1204 0.43 0.6831505298614502 success
11 10 0.15 50 4 645 0.23035714285714284 0.6648684740066528 success
12 11 0.2 50 5 374 0.13357142857142856 0.6100894212722778 success
13 12 0.25 50 3 258 0.09214285714285714 0.41854172945022583 success
14 13 0.3 50 1 210 0.075 failed
15 14 0.35 50 1 163 0.05821428571428571 failed
16 15 0.4 50 1 145 0.05178571428571429 failed
17 16 0.45 50 1 123 0.04392857142857143 failed
18 17 0.5 50 1 107 0.038214285714285715 failed
19 18 0.6 50 1 23 0.008214285714285714 failed
20 19 0.7 50 1 0 0.0 failed
21 20 0.8 50 1 0 0.0 failed
22 21 0.9 50 1 0 0.0 failed
23 22 1.0 50 1 0 0.0 failed