Fold 3 - Understanding why coefficient 20 was selected
Tag: CHIPS
Selected Coefficient: 20
Taxonomy Path: 20
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? |
|---|---|---|---|---|---|
| 20 | 2.000000 | 20 | 20 (20) | Yes | |
| 1598511 | 2.000000 | 14.3.66.2 | 2.66.3.14 (2*83^3 + 66*83^2 + 3*83 + 14) | Home & Garden > Decor > Vase Fillers & Table Scatters > Vase Fillers | No |
| 10409454 | 2.000000 | 9.2.17.18 | 18.17.2.9 (18*83^3 + 17*83^2 + 2*83 + 9) | Food, Beverages & Tobacco > Food Items > Snack Foods > Trail & Snack Mixes | No |
These are the training products that have the "CHIPS" tag (processing sequence 6216). 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 | 10409454 | Food, Beverages & Tobacco > Food Items > Snack Foods > Trail & Snack Mixes | none | 10409434 | none | |
| 151 | Chips - Rose Quartz (medium) | 1598511 | Home & Garden > Decor > Vase Fillers & Table Scatters > Vase Fillers | none | 1598491 | none | |
| 150 | Chips - Rose Quartz (chunky - large) | 20 | none | 0 | none |