Fold 0 - Understanding why coefficient -277698608 was selected
Tag: ANTI-INFLAMMATORY
Selected Coefficient: -277698608
Taxonomy Path: -0.0.63.65.10
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? |
|---|---|---|---|---|---|
| -277698608 | 1.000198 | -0.0.63.65.10 | -10.65.63.0.0 (-(10*71^4 + 65*71^3 + 63*71^2)) | Yes | |
| 203293448 | 1.000198 | 0.0.0.0.8 | 8.0.0.0.0 (8*71^4) | No | |
| 65684 | 2.000000 | 9.2.13 | 13.2.9 (13*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | No |
These are the training products that have the "ANTI-INFLAMMATORY" tag (processing sequence 224). 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 |
|---|---|---|---|---|---|---|---|
| 3153 | Living Nature Advanced Renewal Night Serum | 203293448 | ACNE | 480992056 | none | ||
| 3175 | The Hemp Farm Kiwi Hemp Hearts | 65684 | Food, Beverages & Tobacco > Food Items > Nuts & Seeds | none | 277764292 | DELICIOUS, SUPERFOOD | |
| 3071 | Absolute Essential Argan Oil (Organic) | -277698608 | ACNE | 0 | none |