Fold 4 - Understanding why coefficient -4304232 was selected
Tag: DAINTY
Selected Coefficient: -4304232
Taxonomy Path: -70.59.1.12
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? |
|---|---|---|---|---|---|
| -4304232 | 2.000000 | -70.59.1.12 | -12.1.59.70 (-(12*71^3 + 5041 + 59*71 + 70)) | Yes | |
| 2606534 | 2.000000 | 53.4.20.7 | 7.20.4.53 (7*71^3 + 20*71^2 + 4*71 + 53) | No | |
| 2606696 | 2.000000 | 2.7.20.7 | 7.20.7.2 (7*71^3 + 20*71^2 + 7*71 + 2) | No |
These are the training products that have the "DAINTY" tag (processing sequence 633). 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 |
|---|---|---|---|---|---|---|---|
| 250 | Charmed Mandala Necklace | 2606696 | CIRCLE | 6910928 | none | ||
| 272 | Rise Above Multi Strand Necklace | 2606534 | ADJUSTABLE, ALYCIÆNGEL, CIRCLE, COACHELLA | 6910766 | none | ||
| 269 | Howlite Rectangle Mixed Chain Necklace | -4304232 | WHITE, COACHELLA | 0 | none |