Fold 1 - Understanding why coefficient 493039 was selected
Tag: THANKSGIVING 2022
Selected Coefficient: 493039
Taxonomy Path: 0.0.0.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 493039 | 3.012658 | 0.0.0.1 | 1.0.0.0 (493039) | Yes | |
| 574251 | 3.012658 | 0.1.13.1 | 1.13.1.0 (493039 + 13*79^2 + 79) | No | |
| -1585294 | 4.000000 | -1.1.17.3 | -3.17.1.1 (-(3*79^3 + 17*79^2 + 79 + 1)) | No | |
| 3401185 | 4.000000 | 77.76.70.6 | 6.70.76.77 (6*79^3 + 70*79^2 + 76*79 + 77) | No | |
| 5199071 | 4.000000 | 2.4.43.10 | 10.43.4.2 (10*79^3 + 43*79^2 + 4*79 + 2) | No |
These are the training products that have the "THANKSGIVING 2022" tag (processing sequence 2885). 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 | 5199071 | JERSEY, MICROMODAL | 4706032 | none | ||
| 280 | BF Tee, LIGHT Jersey | 3401185 | TOP, FABRIC, LEISURE, MICROMODAL | 2908146 | none | ||
| 282 | EZ Dress, MEDIUM Jersey | 574251 | FABRIC, JERSEY, LEISURE, MICROMODAL | 81212 | none | ||
| 281 | EZ Dress, LIGHT Jersey | 493039 | LEISURE, MICROMODAL, PAJAMAS | 0 | none | ||
| 283 | EZ Dress, SHEER Jersey | -1585294 | FABRIC, JERSEY, LEISURE, PAJAMAS, SLEEPWEAR | -2078333 | none |