Fold 3 - Understanding why coefficient -2152579 was selected
Tag: WOMEN'S
Selected Coefficient: -2152579
Taxonomy Path: -1.1.1.6
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -2152579 | 4.014085 | -1.1.1.6 | -6.1.1.1 (-(6*71^3 + 5041 + 71 + 1)) | Yes | |
| 2751888 | 4.014085 | 70.63.48.7 | 7.48.63.70 (7*71^3 + 48*71^2 + 63*71 + 70) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 71413 | 5.000000 | 58.11.14 | 14.11.58 (14*71^2 + 11*71 + 58) | No | |
| 801157 | 5.000000 | 64.65.16.2 | 2.16.65.64 (2*71^3 + 16*71^2 + 65*71 + 64) | No | |
| 12723700 | 5.000000 | 3.3.39.35 | 35.39.3.3 (35*71^3 + 39*71^2 + 3*71 + 3) | No |
These are the training products that have the "WOMEN'S" tag (processing sequence 2415). 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 |
|---|---|---|---|---|---|---|---|
| 44 | Patriotic ‘AMERICA’ Women’s Crop Tee | 12723700 | CROP TOP, SHIRT | 14876279 | none | ||
| 9190 | Cométe | 2751888 | 22K, CAT-EYE, CHAMPAGNE, PEONY GOLD, ROUND FACE | 4904467 | none | ||
| 10219 | Mathias Method Beanie | 801157 | ALL PRODUCTS | 2953736 | none | ||
| 8880 | Filigree Cataluña Hoops | 71413 | SILVER | 2223992 | none | ||
| 9213 | Gaillon | 0 | 22K, MEDIUM, PEONY GOLD | 2152579 | Apparel & Accessories > Clothing > Activewear > Sports Bras | none | |
| 1484 | Zoe Dress in Gingham | -2152579 | DRESSES, WOMAN | 0 | none |