Fold 2 - Understanding why coefficient -197764900 was selected
Tag: SNACK
Selected Coefficient: -197764900
Taxonomy Path: -13.1.9.6.5
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -197764900 | 3.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 5 | 3.000000 | 5 | 5 (5) | Bundles | No |
| 8980966 | 3.000000 | 9.2.17.18 | 18.17.2.9 (18*79^3 + 17*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Snack Foods > Trail & Snack Mixes | No |
These are the training products that have the "SNACK" tag (processing sequence 3246). 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 |
|---|---|---|---|---|---|---|---|
| 4855 | Chex Mix Snack Mix, Traditional, Savory Snack Bag, Family Size, 15 oz | 8980966 | Food, Beverages & Tobacco > Food Items > Snack Foods > Trail & Snack Mixes | none | 206745866 | none | |
| 17732 | GEMSTONE POPCORN | BUNDLE | 5 | Bundles | none | 197764905 | none | |
| 3114 | Hemp Connect NZ Hemp Protein Powder - Plain Natural | 0 | DELICIOUS | 197764900 | Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplements | APPETITE | |
| 3175 | The Hemp Farm Kiwi Hemp Hearts | -197764900 | DELICIOUS, ANTIOXIDANT | 0 | SUPERFOOD |