Fold 4 - Understanding why coefficient -354065295 was selected
Tag: LIFESTYLE
Selected Coefficient: -354065295
Taxonomy Path: -14.11.10.7.9
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? |
|---|---|---|---|---|---|
| -354065295 | 2.000000 | -14.11.10.7.9 | -9.7.10.11.14 (-(9*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 399675 | 2.000000 | 14.3.64 | 64.3.14 (64*79^2 + 3*79 + 14) | Home & Garden > Decor > Throw Pillows | No |
These are the training products that have the "LIFESTYLE" tag (processing sequence 3720). 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 |
|---|---|---|---|---|---|---|---|
| 23497 | Miss Mighty Mouse Cushion | 399675 | Home & Garden > Decor > Throw Pillows | none | 354464970 | none | |
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | 0 | BEAUTIFUL | 354065295 | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Trays | none | |
| 23482 | Keith Haring Heart Rainbow Notepad | -354065295 | BFS24, EXTRA10 | 0 | none |