Fold 0 - Understanding why coefficient -7495582 was selected
Tag: VALENTINES DAY
Selected Coefficient: -7495582
Taxonomy Path: -18.4.9.13
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -7495582 | 4.012048 | -18.4.9.13 | -13.9.4.18 (-(13*83^3 + 9*83^2 + 4*83 + 18)) | Yes | |
| -14991146 | 4.024096 | -18.8.18.26 | -26.18.8.18 (-(26*83^3 + 18*83^2 + 8*83 + 18)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 15203 | 5.012048 | 14.17.2 | 2.17.14 (2*83^2 + 17*83 + 14) | No | |
| 240220357 | 5.012048 | 14.11.10.5.5 | 5.5.10.11.14 (5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | No |
These are the training products that have the "VALENTINES DAY" tag (processing sequence 5409). 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 |
|---|---|---|---|---|---|---|---|
| 27661 | Love is all we need 11oz Mug | 240220357 | none | 247715939 | none | ||
| 29092 | Tulip Bubble Bowl | 15203 | none | 7510785 | none | ||
| 7191 | Burgundy Sugar Crystals | 0 | KOSHER | 7495582 | none | ||
| 1504 | CELESTIAL CARD - SATURN | 0 | GREETING CARDS | 7495582 | none | ||
| 24485 | Sisterhood of Motherhood card | -7495582 | NICOLA ROWLANDS, CARDS | 0 | NEW BABY, MOTHERS DAY | ||
| 24486 | Thanks for the coffees and hugs card | -7495582 | NICOLA ROWLANDS, CARDS | 0 | MOTHERS DAY | ||
| 24471 | I Like Your Stripes card cc153 | -14991146 | NICOLA ROWLANDS, CARDS | -7495564 | none |