Fold 3 - Understanding why coefficient -1855160 was selected
Tag: MICROMODAL
Selected Coefficient: -1855160
Taxonomy Path: -1.1.13.5
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -1855160 | 1.000198 | -1.1.13.5 | -5.13.1.1 (-(5*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| 337675 | 1.000198 | 70.69.66 | 66.69.70 (66*71^2 + 69*71 + 70) | No | |
| 2570982 | 2.000000 | 1.1.13.7 | 7.13.1.1 (7*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
These are the training products that have the "MICROMODAL" tag (processing sequence 1673). 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 |
|---|---|---|---|---|---|---|---|
| 281 | EZ Dress, LIGHT Jersey | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | WOMEN, AIR, LEISURE | 4426142 | none | |
| 261 | Baby Tee, LIGHT Jersey | 337675 | TOP, WOMEN, AIR, FALL, LEISURE | 2192835 | none | ||
| 262 | Baby Tee, MEDIUM Jersey | -1855160 | JERSEY, WOMEN, AIR, FALL | 0 | none |