Fold 1 - Understanding why coefficient -20236 was selected
Tag: MICROMODAL
Selected Coefficient: -20236
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -20236 | 3.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 2928893 | 4.000000 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "MICROMODAL" tag (processing sequence 1680). 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 |
|---|---|---|---|---|---|---|---|
| 262 | Baby Tee, MEDIUM Jersey | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | WOMEN, AIR | 2949129 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none |
| 281 | EZ Dress, LIGHT Jersey | 0 | LIGHTWEIGHT, WOMEN, AIR | 20236 | Apparel & Accessories > Clothing > Dresses | none | |
| 282 | EZ Dress, MEDIUM Jersey | 0 | LIGHTWEIGHT, WOMEN, AIR | 20236 | Apparel & Accessories > Clothing > Dresses | none | |
| 261 | Baby Tee, LIGHT Jersey | -20236 | TOP, LIGHTWEIGHT, WOMEN, AIR | 0 | none | ||
| 280 | BF Tee, LIGHT Jersey | -20236 | TOP, LIGHTWEIGHT, WOMEN, AIR | 0 | none |