Fold 0 - Understanding why coefficient -4315096 was selected
Tag: FLATTERING
Selected Coefficient: -4315096
Taxonomy Path: -0.0.4.12
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 5726576 | 3.028764 | 0.0.0.16 | 16.0.0.0 (16*71^3) | No | |
| 3614397 | 3.028764 | 0.0.7.10 | 10.7.0.0 (10*71^3 + 7*71^2) | No | |
| -4315096 | 3.028764 | -0.0.4.12 | -12.4.0.0 (-(12*71^3 + 4*71^2)) | Yes | |
| -2868329 | 3.028764 | -0.0.1.8 | -8.1.0.0 (-(8*71^3 + 5041)) | No | |
| -25560 | 3.070423 | -0.5.5 | -5.5.0 (-(5*71^2 + 5*71)) | No | |
| -3916786 | 3.070423 | -0.70.66.10 | -10.66.70.0 (-(10*71^3 + 66*71^2 + 70*71)) | No | |
| 20236 | 7.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| -4360537 | 8.000000 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | No |
These are the training products that have the "FLATTERING" tag (processing sequence 766). 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 |
|---|---|---|---|---|---|---|---|
| 995 | Laila | 5726576 | EUROPEAN BRANDS | 10041672 | none | ||
| 828 | Augusta Crinkle | 3614397 | EASY | 7929493 | PLUS SIZE, SWIMSUIT | ||
| 853 | Chiffon Puffed Mini | 20236 | Apparel & Accessories > Clothing > Dresses | none | 4335332 | none | |
| 897 | Doozy | 20236 | Apparel & Accessories > Clothing > Dresses | none | 4335332 | LIGHTWEIGHT | |
| 903 | Dottie | -25560 | BRIGHT | 4289536 | none | ||
| 957 | Good Legs Crop Mini Boot | -2868329 | CASUAL | 1446767 | KARDASHIAN | ||
| 824 | Astoria | -3916786 | CASUAL, BEST SELLER, EASY | 398310 | none | ||
| 1069 | Taylor | -4315096 | CASUAL, ACCESSORIES, BEST SELLER | 0 | none | ||
| 920 | Felize | -4360537 | CASUAL, EASY | -45441 | none |