Fold 4 - Understanding why coefficient -352104818 was selected
Tag: TROUSERS
Selected Coefficient: -352104818
Taxonomy Path: -1.1.12.3.9
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 10
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -543047 | 6.000481 | -1.1.8.1 | -1.8.1.1 (-(493039 + 8*79^2 + 79 + 1)) | No | |
| -352104818 | 6.000481 | -1.1.12.3.9 | -9.3.12.1.1 (-(9*79^4 + 3*79^3 + 12*79^2 + 79 + 1)) | Yes | |
| -12419670 | 6.000481 | -1.1.15.25 | -25.15.1.1 (-(25*79^3 + 15*79^2 + 79 + 1)) | No | |
| -5997681 | 6.000481 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| 2458954 | 7.000162 | 0.0.78.4 | 4.78.0.0 (4*79^3 + 78*79^2) | No | |
| 4924149 | 7.000162 | 0.0.78.9 | 9.78.0.0 (9*79^3 + 78*79^2) | No | |
| -121755669 | 7.000320 | -0.0.75.9.3 | -3.9.75.0.0 (-(3*79^4 + 9*79^3 + 75*79^2)) | No | |
| 5498401 | 9.000000 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| -11571857 | 9.000000 | -16.13.37.23 | -23.37.13.16 (-(23*79^3 + 37*79^2 + 13*79 + 16)) | No | |
| -3607458 | 9.000000 | -2.2.25.7 | -7.25.2.2 (-(7*79^3 + 25*79^2 + 2*79 + 2)) | No |
These are the training products that have the "TROUSERS" tag (processing sequence 2926). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 1030 | Utility Tie Waist Trouser | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 357603219 | none | |
| 2407 | Stretch Magic Trousers | 4924149 | FITS SIZE 16 | 357028967 | none | ||
| 1567 | LYNX Organic Cotton Trouser - Purple | 2458954 | SS23 | 354563772 | none | ||
| 2408 | Striped Dungarees | -543047 | DRESSES, FITS SIZE 16 | 351561771 | none | ||
| 8139 | ADAM Jogger Mens - GOTS Organic Cotton Teal Green | -3607458 | GREEN, JOGGERS, SS23 | 348497360 | none | ||
| 1067 | Sybil Trogger | -5997681 | GREEN, PANTS | 346107137 | none | ||
| 268 | High Waisted Yoga Leggings | -11571857 | LEGGINGS, PANTS, ALL OVER PRINT, ASSEMBLED IN THE USA, BOTTOMS, SUBLIMATION | 340532961 | WOMEN'S CLOTHING | ||
| 2396 | Saloos Sweatshirt & Joggers | -12419670 | SWEATSHIRT, AUTUMN, FITS SIZE 16, FITS SIZE 18, KNITWEAR | 339685148 | SALOOS | ||
| 2336 | Marble White Slim Jeans | -121755669 | FITS SIZE 16, FITS SIZE 18 | 230349149 | none | ||
| 2420 | Suzie Blue Tie Dye Kaftan & Trousers Co-Ord | -352104818 | FITS SIZE 16, JACKETS | 0 | none |