Fold 4 - Understanding why coefficient 3445510 was selected
Tag: GREEN YELLOW
Selected Coefficient: 3445510
Taxonomy Path: 14.12.2.6
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 3445510 | 1.000145 | 14.12.2.6 | 6.2.12.14 (6*83^3 + 2*83^2 + 12*83 + 14) | Yes | |
| 2866834 | 1.000290 | 14.12.1.5 | 5.1.12.14 (5*83^3 + 6889 + 12*83 + 14) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "GREEN YELLOW" tag (processing sequence 2964). 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 |
|---|---|---|---|---|---|---|---|
| 32511 | Laurel Leaf - Artificial Garden Screen | 3445510 | none | 0 | none | ||
| 32524 | Natural Hedge - Artificial Garden Screen | 3445510 | none | 0 | none | ||
| 32520 | Dwarf Lilly Pilly - Artificial Garden Screen | 2866834 | none | -578676 | none | ||
| 32523 | Bush Yellow - Artificial Garden Screen | 0 | BUSHY | -3445510 | none |