Fold 1 - Understanding why coefficient -6868273 was selected
Tag: COSPLAY
Selected Coefficient: -6868273
Taxonomy Path: -23.82.0.12
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -6868273 | 4.000000 | -23.82.0.12 | -12.0.82.23 (-(12*83^3 + 82*83 + 23)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 167 | 4.000000 | 1.2 | 2.1 (2*83 + 1) | No | |
| 9328043 | 4.000000 | 5.4.26.16 | 16.26.4.5 (16*83^3 + 26*83^2 + 4*83 + 5) | No | |
| 13991811 | 4.000000 | 3.3.39.24 | 24.39.3.3 (24*83^3 + 39*83^2 + 3*83 + 3) | No |
These are the training products that have the "COSPLAY" tag (processing sequence 6949). 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 |
|---|---|---|---|---|---|---|---|
| 27640 | Anime I'm Sorry Eyes T-Shirt Gifts Shirt 11oz Mug | 13991811 | NOVELTY | 20860084 | none | ||
| 27629 | Anime Kawai! Eyes T-Shirt Gifts Shirt 11oz Mug | 9328043 | NOVELTY | 16196316 | none | ||
| 7814 | Green Fairy | 167 | none | 6868440 | REUSABLE | ||
| 27671 | Anime Wow! Eyes 11oz Mug | 0 | MANGA | 6868273 | none | ||
| 14093 | Renaissance Style Blue Crystal & Pearl Sacred Heart Earrings | -6868273 | MEDIEVAL | 0 | none |