Fold 3 - Understanding why coefficient 25044 was selected
Tag: MAXI DRESS
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 25044 | 1.000320 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 143623 | 1.000641 | 1.1.23 | 23.1.1 (23*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing | No |
| 4025525 | 1.000641 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 6022725 | 5.000000 | 2.2.17.12 | 12.17.2.2 (12*79^3 + 17*79^2 + 2*79 + 2) | No |
These are the training products that have the "MAXI DRESS" tag (processing sequence 2013). 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 |
|---|---|---|---|---|---|---|---|
| 14424 | FLORAL SHOWER MAXI DRESS | 6022725 | DATE NIGHT | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | |
| 11434 | Vintage Button Down Maxi Dress | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | DRESSES | 4000481 | none | |
| 13255 | Asymmetric Neck Sleek Boubou | 143623 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing | none | 118579 | none | |
| 13243 | Duchess Soft Satin Boubou | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 13270 | Adire Chic: The Adjustable Strap Silk Boubou | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 13271 | Adire Silk Elegance: The Breeze Boubou | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none |