Fold 0 - Understanding why coefficient 2404436 was selected
Tag: CHIPS
Selected Coefficient: 2404436
Taxonomy Path: 9.2.17.4
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? |
|---|---|---|---|---|---|
| 2404436 | 2.000000 | 9.2.17.4 | 4.17.2.9 (4*83^3 + 17*83^2 + 2*83 + 9) | Yes | |
| 20 | 2.012048 | 20 | 20 (20) | No | |
| 186 | 2.012048 | 20.2 | 2.20 (2*83 + 20) | No |
These are the training products that have the "CHIPS" tag (processing sequence 4712). 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 |
|---|---|---|---|---|---|---|---|
| 33754 | Potato Wafers Cheese - Budhani | 2404436 | none | 0 | none | ||
| 33778 | Potato Wafers Tomato - Budhani | 2404436 | none | 0 | none | ||
| 173 | Chips - Sodalite | 186 | none | -2404250 | none | ||
| 150 | Chips - Rose Quartz (chunky - large) | 20 | none | -2404416 | none |