Fold 1 - Understanding why coefficient -2066739 was selected
Tag: VENTAGLI
Selected Coefficient: -2066739
Taxonomy Path: -0.70.54.5
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -2066739 | 3.042254 | -0.70.54.5 | -5.54.70.0 (-(5*71^3 + 54*71^2 + 70*71)) | Yes | |
| 0 | 3.042254 | 0 | 0 (0) | No | |
| 75331 | 3.042254 | 0.67.14 | 14.67.0 (14*71^2 + 67*71) | No | |
| 7773364 | 3.042254 | 0.2.51.21 | 21.51.2.0 (21*71^3 + 51*71^2 + 2*71) | No | |
| 131209 | 4.000000 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
These are the training products that have the "VENTAGLI" tag (processing sequence 2345). 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 |
|---|---|---|---|---|---|---|---|
| 1698 | Sara Scarf - 100% Cotton Knit | 7773364 | BROWN, BEIGE | 9840103 | none | ||
| 1699 | Sara Scarf - 100% Cotton Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 2197948 | Apparel & Accessories > Clothing > Outerwear > Vests | none |
| 1696 | Sara Scarf - 100% Cotton Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 2197948 | Apparel & Accessories > Clothing > Outerwear > Vests | none |
| 1702 | Sara Scarf - 100% Cotton Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 2197948 | Apparel & Accessories > Clothing > Outerwear > Vests | none |
| 1701 | Sara Scarf - 100% Cotton Knit | 75331 | SILVER | 2142070 | none | ||
| 1697 | Sara Scarf - 100% Cotton Knit | 0 | BABY PINK | 2066739 | none | ||
| 1700 | Sara Scarf - 100% Cotton Knit | -2066739 | PEARL | 0 | none |