Fold 1 - Understanding why coefficient -27640 was selected
Tag: CAMI NYC
Selected Coefficient: -27640
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -27640 | 5.000000 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | Yes | |
| 1143574 | 6.000002 | 0.0.0.2 | 2.0.0.0 (2*83^3) | No | |
| 0 | 6.000002 | 0 | 0 (0) | No | |
| 103419 | 6.000145 | 1.1.15 | 15.1.1 (15*83^2 + 83 + 1) | No | |
| 661428 | 6.000145 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | No | |
| -55280 | 7.000000 | -2.2.8 | -8.2.2 (-(8*83^2 + 2*83 + 2)) | No |
These are the training products that have the "CAMI NYC" tag (processing sequence 4492). 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 |
|---|---|---|---|---|---|---|---|
| 867 | Damaris | 1143574 | SILK SHIRT | 1171214 | NEON PINK | ||
| 925 | Flor | 661428 | none | 689068 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Breakaway & Safety Collars | TOPS | |
| 1028 | Nori | 103419 | none | 131059 | none | ||
| 978 | Jocliea | 0 | TANK TOPS | 27640 | none | ||
| 907 | Dua | -27640 | CUTE DRESSES, PARTY DRESS | 0 | none | ||
| 924 | Fleur | -27640 | CUTE DRESSES, MAXI DRESSES | 0 | PRIMAVERA | ||
| 899 | Doris | -27640 | CUTE DRESSES, MAXI DRESSES | 0 | none | ||
| 875 | Delfina | -55280 | CUTE DRESSES, SLIP DRESS, PARTY DRESS | -27640 | NEON PINK |