Fold 1 - Understanding why coefficient -358320116 was selected
Tag: GRAPHIC TEE
Selected Coefficient: -358320116
Taxonomy Path: -14.11.10.7.14
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -358320116 | 1.000000 | -14.11.10.7.14 | -14.7.10.11.14 (-(14*71^4 + 7*71^3 + 10*71^2 + 11*71 + 14)) | Yes | |
| -2188173 | 1.000000 | -24.5.8.6 | -6.8.5.24 (-(6*71^3 + 8*71^2 + 5*71 + 24)) | No |
These are the training products that have the "GRAPHIC TEE" tag (processing sequence 1357). 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 |
|---|---|---|---|---|---|---|---|
| 8331 | BABE | Vintage White | Short Sleeve Tee | -2188173 | VALENTINE'S DAY, FAIRE | 356131943 | none | ||
| 8419 | LOVER | Pink Tie Dye | Short Sleeve Tee | -358320116 | VALENTINE'S DAY, WHOLESALE | 0 | none |