Fold 0 - Understanding why coefficient -3451273 was selected
Tag: BLOUSES
Selected Coefficient: -3451273
Taxonomy Path: -0.0.0.7
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| -3451273 | 1.000002 | -0.0.0.7 | -7.0.0.0 (-(7*79^3)) | Yes | |
| 0 | 1.000014 | 0 | 0 (0) | No | |
| 574252 | 8.000000 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
These are the training products that have the "BLOUSES" tag (processing sequence 825). 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 |
|---|---|---|---|---|---|---|---|
| 1024 | Motley: Army | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | FUN SUMMER COLORS |
| 1528 | Chaqueta Diamond Jacquard Blazer | 0 | BLAZER | 3451273 | SHIRTS | ||
| 9401 | Pause And Reflect Black Top | -3451273 | 2023LAUNCH | 0 | none | ||
| 9410 | Yesterdays Feeling Green/Ivory Striped Top | -3451273 | 2023LAUNCH | 0 | none | ||
| 9447 | Good Times Roll Deep Coral/Ivory Striped Top | -3451273 | 2023LAUNCH | 0 | none | ||
| 9457 | Free Spirit Spring Blue Baby Doll Top | -3451273 | 2023LAUNCH | 0 | none | ||
| 9479 | Last Call Magenta/Ivory Striped Top | -3451273 | 2023LAUNCH | 0 | none | ||
| 9610 | Blossom By Blossom White Top | -3451273 | 2023LAUNCH | 0 | none | ||
| 9640 | Floral Delight Ivory Multi Printed Top | -3451273 | 2023LAUNCH | 0 | none |