Fold 3 - Understanding why coefficient 178 was selected
Tag: SIGN
Selected Coefficient: 178
Taxonomy Path: 20.2
Taxonomy Name: Religious & Ceremonial > Religious Items
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? |
|---|---|---|---|---|---|
| 178 | 2.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | Yes |
| 162 | 3.000000 | 4.2 | 2.4 (2*79 + 4) | Baby & Toddler > Baby Gift Sets | No |
| 312301 | 3.000000 | 14.3.50 | 50.3.14 (50*79^2 + 3*79 + 14) | Home & Garden > Decor > Novelty Signs | No |
These are the training products that have the "SIGN" tag (processing sequence 98). 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 |
|---|---|---|---|---|---|---|---|
| 12901 | Hug Me First Black and White Mini Sign 12" x 18" | 312301 | Home & Garden > Decor > Novelty Signs | none | 312123 | 0807 | |
| 12900 | Best Missionary Mini Sign 12" x 18" | 1 ct | 178 | Religious & Ceremonial > Religious Items | none | 0 | 0807 | |
| 13219 | Color Hug Me First Mini Sign 12" x 18" | 1 ct | 178 | Religious & Ceremonial > Religious Items | none | 0 | 0807 | |
| 12999 | Gender Neutral First Birthday Customizable Sign, 8.5" x 11" | 1 ct | 162 | Baby & Toddler > Baby Gift Sets | none | -16 | none |