Fold 4 - Understanding why coefficient -79436078 was selected
Tag: TROUSERS
Selected Coefficient: -79436078
Taxonomy Path: -0.0.67.8.3
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? |
|---|---|---|---|---|---|
| -79436078 | 6.000595 | -0.0.67.8.3 | -3.8.67.0.0 (-(3*71^4 + 8*71^3 + 67*71^2)) | Yes | |
| -367993 | 6.000595 | -0.0.2.1 | -1.2.0.0 (-(357911 + 2*71^2)) | No | |
| 0 | 6.000595 | 0 | 0 (0) | No | |
| 3574069 | 6.000595 | 0.0.70.9 | 9.70.0.0 (9*71^3 + 70*71^2) | No | |
| -4360537 | 8.000198 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | No | |
| -398311 | 8.000198 | -1.1.8.1 | -1.8.1.1 (-(357911 + 8*71^2 + 71 + 1)) | No | |
| 3997585 | 9.000000 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| 3997423 | 9.000000 | 52.69.11.11 | 11.11.69.52 (11*71^3 + 11*71^2 + 69*71 + 52) | No | |
| 2510256 | 9.000000 | 51.68.0.7 | 7.0.68.51 (7*71^3 + 68*71 + 51) | No | |
| -9028665 | 9.000000 | -21.3.16.25 | -25.16.3.21 (-(25*71^3 + 16*71^2 + 3*71 + 21)) | No |
These are the training products that have the "TROUSERS" tag (processing sequence 2259). 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 | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 83433663 | none | |
| 1567 | LYNX Organic Cotton Trouser - Purple | 3997423 | 50-100 | 83433501 | none | ||
| 2407 | Stretch Magic Trousers | 3574069 | FITS SIZE 16 | 83010147 | none | ||
| 8139 | ADAM Jogger Mens - GOTS Organic Cotton Teal Green | 2510256 | GREEN, JOGGERS, 50-100 | 81946334 | none | ||
| 268 | High Waisted Yoga Leggings | 0 | LEGGINGS, ALL OVER PRINT, BOTTOMS, MADE IN USA, PANTS, SUBLIMATION | 79436078 | none | ||
| 2420 | Suzie Blue Tie Dye Kaftan & Trousers Co-Ord | -367993 | FITS SIZE 16 | 79068085 | none | ||
| 2408 | Striped Dungarees | -398311 | DRESSES, FITS SIZE 16 | 79037767 | none | ||
| 1067 | Sybil Trogger | -4360537 | GREEN, PANTS | 75075541 | none | ||
| 2396 | Saloos Sweatshirt & Joggers | -9028665 | SWEATSHIRT, AUTUMN, FITS SIZE 16, FITS SIZE 18, SALE | 70407413 | SALOOS | ||
| 2336 | Marble White Slim Jeans | -79436078 | FITS SIZE 16, FITS SIZE 18 | 0 | none |