Fold 4 - Understanding why coefficient 20236 was selected
Tag: ROSE
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 8
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 2570982 | 4.014481 | 1.1.13.7 | 7.13.1.1 (7*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| 4683161 | 4.014481 | 1.1.6.13 | 13.6.1.1 (13*71^3 + 6*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Lingerie > Women's Underwear Slips | No |
| 20236 | 4.014481 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 30673 | 4.042254 | 1.6.6 | 6.6.1 (6*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 0 | 5.000198 | 0 | 0 (0) | No | |
| -3523659 | 5.000397 | -0.0.60.9 | -9.60.0.0 (-(9*71^3 + 60*71^2)) | No | |
| 917689 | 7.000000 | 14.3.40.2 | 2.40.3.14 (2*71^3 + 40*71^2 + 3*71 + 14) | Home & Garden > Decor > Home Fragrances > Candles | No |
These are the training products that have the "ROSE" tag (processing sequence 63). 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 |
|---|---|---|---|---|---|---|---|
| 1782 | Nuisette grande taille rose | 4683161 | Apparel & Accessories > Clothing > Lingerie > Women's Underwear Slips | none | 4662925 | none | |
| 888 | Distressed Cropped Oxford | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 2550746 | BUTTON DOWN, GOOD AMERICAN, KARDASHIAN, RETRO | |
| 1522 | CIRCULAR CANDLE | 917689 | Home & Garden > Decor > Home Fragrances > Candles | none | 897453 | HOME | |
| 4148 | Item049: ChipScapes Computer Bug Wings - "The Hornet" | 30673 | Apparel & Accessories > Jewelry > Earrings | none | 10437 | none | |
| 996 | Lakeside Midi | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | BEST DRESS, FREE PEOPLE DRESSES, TOPSFREE PEOPLE | |
| 1736 | Nuisette de nuit en dentelle rose | 0 | DENTELLE | -20236 | none | ||
| 2959 | Aotearoad Natural Eco-Friendly Stick Deodorant - Rose & Vanilla | 0 | DEODORANT | -20236 | none | ||
| 1748 | Nuisette en dentelle et kimono rose | -3523659 | DENTELLE | -3543895 | none |