Fold 0 - Understanding why coefficient 4718448 was selected
Tag: AUTUMN
Selected Coefficient: 4718448
Taxonomy Path: 1.1.13.13
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Hoodies
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 4718448 | 2.000003 | 1.1.13.13 | 13.13.1.1 (13*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | Yes |
| 4360537 | 2.000006 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 3585230 | 4.000000 | 14.15.1.10 | 10.1.15.14 (10*71^3 + 5041 + 15*71 + 14) | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | No |
| 203293448 | 4.000000 | 0.0.0.0.8 | 8.0.0.0.0 (8*71^4) | No |
These are the training products that have the "AUTUMN" tag (processing sequence 680). 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 |
|---|---|---|---|---|---|---|---|
| 1661 | Jacqueline Jacket - 100% Merino Knit - Ivory | 203293448 | MERINO | 198575000 | none | ||
| 6834 | Essentials Hoodie: Cream | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 0 | none | |
| 6838 | Grey Hoodie | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 0 | none | |
| 2337 | Marble Zebra Print Zip Jumper | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | -357911 | FITS SIZE 18, SALE | |
| 10140 | The Orange "Drunkard Path" Wall Hanging Quilt | 3585230 | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | none | -1133218 | GALLERY, QUILTS, SOLD |