Fold 0 - Understanding why coefficient -4663937 was selected
Tag: THANKSGIVING 2022
Selected Coefficient: -4663937
Taxonomy Path: -1.1.13.8
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? |
|---|---|---|---|---|---|
| -4663937 | 1.000145 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -2404345 | 1.000145 | -1.1.17.4 | -4.17.1.1 (-(4*83^3 + 17*83^2 + 83 + 1)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "THANKSGIVING 2022" tag (processing sequence 3654). 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 |
|---|---|---|---|---|---|---|---|
| 261 | Baby Tee, LIGHT Jersey | 0 | TSHIRT, SHORT SLEEVE, LOUNGE WEAR | 4663937 | LAYERING, LEISURE | ||
| 283 | EZ Dress, SHEER Jersey | -2404345 | BACKLESS, SHORT SLEEVE, LOUNGE WEAR, SLEEPWEAR | 2259592 | LEISURE | ||
| 262 | Baby Tee, MEDIUM Jersey | -4663937 | TSHIRT, SHORT SLEEVE | 0 | none |