Fold 3 - Understanding why coefficient -240220357 was selected
Tag: HAPPY
Selected Coefficient: -240220357
Taxonomy Path: -14.11.10.5.5
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -240220357 | 1.000000 | -14.11.10.5.5 | -5.5.10.11.14 (-(5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14)) | Yes | |
| 17 | 1.000000 | 17 | 17 (17) | No |
These are the training products that have the "HAPPY" tag (processing sequence 5034). 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 |
|---|---|---|---|---|---|---|---|
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | 17 | none | 240220374 | POSITIVE, BEAUTY | ||
| 27709 | Funny Retirement Retired Good Bye Tension Hello Pension product 11oz | -240220357 | WEARING, JMI | 0 | none |