Fold 1 - Understanding why coefficient -12431394 was selected
Tag: SHIRT
Selected Coefficient: -12431394
Taxonomy Path: -4.4.52.34
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? |
|---|---|---|---|---|---|
| -12431394 | 1.000000 | -4.4.52.34 | -34.52.4.4 (-(34*71^3 + 52*71^2 + 4*71 + 4)) | Yes | |
| 2505377 | 1.000000 | 0.0.0.7 | 7.0.0.0 (7*71^3) | No |
These are the training products that have the "SHIRT" tag (processing sequence 2045). 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 |
|---|---|---|---|---|---|---|---|
| 44 | Patriotic ‘AMERICA’ Women’s Crop Tee | 2505377 | CROP TOP | 14936771 | none | ||
| 9145 | 140.6 Standing Tall Shirt | -12431394 | NAVY, BLACK, BLUE, GREY, MEN | 0 | none |