Fold 4 - Understanding why coefficient 4009573 was selected
Tag: CUPCAKES
Selected Coefficient: 4009573
Taxonomy Path: 9.2.1.7
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 4009573 | 1.000000 | 9.2.1.7 | 7.1.2.9 (7*83^3 + 6889 + 2*83 + 9) | Yes | |
| 351 | 8.000000 | 19.4 | 4.19 (4*83 + 19) | No |
These are the training products that have the "CUPCAKES" tag (processing sequence 2334). 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 |
|---|---|---|---|---|---|---|---|
| 21731 | Vanilla Cupcake | 4009573 | none | 0 | none | ||
| 21558 | Biscoff Vanilla Cupcake | 4009573 | none | 0 | none | ||
| 21567 | Caramel Bite | 4009573 | none | 0 | none | ||
| 21580 | Chocolate Bite | 4009573 | none | 0 | none | ||
| 21589 | Flourless Chocolate Cupcake (GF) | 4009573 | none | 0 | none | ||
| 21591 | Caramel Cupcake | 4009573 | none | 0 | none | ||
| 21592 | Specialty Cupcake/s | 4009573 | none | 0 | none | ||
| 21616 | Orange and Almond Cupcake (GF, DF) | 4009573 | none | 0 | none | ||
| 21546 | 4 Tier High Tea Disposable Stand | 351 | none | -4009222 | TARTS |