Fold 1 - Understanding why coefficient 20236 was selected
Tag: BROWN
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 20236 | 3.014085 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 131209 | 3.014085 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
| -8721074 | 4.000000 | -2.2.26.24 | -24.26.2.2 (-(24*71^3 + 26*71^2 + 2*71 + 2)) | No | |
| -4360318 | 4.000000 | -66.68.12.12 | -12.12.68.66 (-(12*71^3 + 12*71^2 + 68*71 + 66)) | No | |
| 4360522 | 4.000000 | 57.0.13.12 | 12.13.0.57 (12*71^3 + 13*71^2 + 57) | No |
These are the training products that have the "BROWN" tag (processing sequence 71). 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 |
|---|---|---|---|---|---|---|---|
| 1664 | Laura Top - 90% Cotton / 10% Lurex Knit | 4360522 | GOLD | 4340286 | COTTON, PEARL, RIGHE | ||
| 1698 | Sara Scarf - 100% Cotton Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 110973 | COTTON | |
| 1068 | Syd | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | EASY, ELEGANT DRESSES, FRAILS | |
| 5444 | Cable Concepts Alarm Cable 22 AWG, 4 C. FT4/CSA, 1000 Ft | -4360318 | WHITE | -4380554 | none | ||
| 5684 | Invicta Men's 16010 S1 "Rally" Stainless Steel Watch with Brown Leather Band | -8721074 | ROUND, WHITE, CASUAL | -8741310 | MEN, ANALOG, MULTICOLOR, PRE-ORDER |