Fold 2 - Understanding why coefficient -240220357 was selected
Tag: HAPPY
Selected Coefficient: -240220357
Taxonomy Path: -14.11.10.5.5
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? |
|---|---|---|---|---|---|
| -240220357 | 2.000000 | -14.11.10.5.5 | -5.5.10.11.14 (-(5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 4663937 | 2.000000 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "HAPPY" tag (processing sequence 6232). 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 |
|---|---|---|---|---|---|---|---|
| 32179 | HAPPY BIRTHDAY QUEEN | 4663937 | none | 244884294 | none | ||
| 10468 | Happy Sweater - Navy | 0 | SWEATER | 240220357 | none | ||
| 27709 | Funny Retirement Retired Good Bye Tension Hello Pension product 11oz | -240220357 | WEARING, JMI | 0 | none |