Fold 4 - Understanding why coefficient -76925660 was selected
Tag: AUTUMN
Selected Coefficient: -76925660
Taxonomy Path: -0.0.66.1.3
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -76925660 | 4.000595 | -0.0.66.1.3 | -3.1.66.0.0 (-(3*71^4 + 357911 + 66*71^2)) | Yes | |
| -5020836 | 4.000595 | -0.0.2.14 | -14.2.0.0 (-(14*71^3 + 2*71^2)) | No | |
| -776314 | 4.000595 | -0.0.12.2 | -2.12.0.0 (-(2*71^3 + 12*71^2)) | No | |
| 203293448 | 4.000595 | 0.0.0.0.8 | 8.0.0.0.0 (8*71^4) | No | |
| 4002626 | 5.000006 | 1.1.13.11 | 11.13.1.1 (11*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tunics | No |
| 4360537 | 5.000006 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 4718448 | 5.000006 | 1.1.13.13 | 13.13.1.1 (13*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 3585230 | 7.000000 | 14.15.1.10 | 10.1.15.14 (10*71^3 + 5041 + 15*71 + 14) | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | No |
These are the training products that have the "AUTUMN" tag (processing sequence 674). 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 | 280219108 | none | ||
| 6838 | Grey Hoodie | 4718448 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 81644108 | CREAM | |
| 2337 | Marble Zebra Print Zip Jumper | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 81286197 | FITS SIZE 16, FITS SIZE 18, SALE | |
| 2395 | Saloos Paint Stroke Tunic | 4002626 | Apparel & Accessories > Clothing > Clothing Tops > Tunics | none | 80928286 | FITS SIZE 16, FITS SIZE 18, SALE, SALOOS | |
| 10140 | The Orange "Drunkard Path" Wall Hanging Quilt | 3585230 | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | none | 80510890 | GALLERY | |
| 2382 | Saloos Leopard Print Co-ord | -776314 | SKIRT | 76149346 | FITS SIZE 16, FITS SIZE 18, SALE, SALOOS | ||
| 2396 | Saloos Sweatshirt & Joggers | -5020836 | SWEATSHIRT | 71904824 | FITS SIZE 16, FITS SIZE 18, SALE, TROUSERS, SALOOS | ||
| 1662 | Jacqueline Skirt - 100% Merino Knit - Ivory | -76925660 | MERINO | 0 | none |