Fold 1 - Understanding why coefficient 599295 was selected
Tag: LEISURE
Selected Coefficient: 599295
Taxonomy Path: 1.2.17.1
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 599295 | 1.012658 | 1.2.17.1 | 1.17.2.1 (493039 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | Yes |
| 25044 | 1.025316 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 3426229 | 3.000000 | 78.77.74.6 | 6.74.77.78 (6*79^3 + 74*79^2 + 77*79 + 78) | No |
These are the training products that have the "LEISURE" tag (processing sequence 1898). 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 |
|---|---|---|---|---|---|---|---|
| 280 | BF Tee, LIGHT Jersey | 3426229 | TOP, FABRIC | 2826934 | MICROMODAL, THANKSGIVING 2022 | ||
| 282 | EZ Dress, MEDIUM Jersey | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | FABRIC, JERSEY | 0 | MICROMODAL, THANKSGIVING 2022 | |
| 283 | EZ Dress, SHEER Jersey | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | FABRIC, JERSEY | 0 | PAJAMAS, SLEEPWEAR, THANKSGIVING 2022 | |
| 281 | EZ Dress, LIGHT Jersey | 25044 | Apparel & Accessories > Clothing > Dresses | none | -574251 | MICROMODAL, PAJAMAS, THANKSGIVING 2022 |