Fold 3 - Understanding why coefficient -25434 was selected
Tag: FATHERS DAY
Selected Coefficient: -25434
Taxonomy Path: -75.5.4
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? |
|---|---|---|---|---|---|
| -25434 | 3.000000 | -75.5.4 | -4.5.75 (-(4*79^2 + 5*79 + 75)) | Yes | |
| 6419 | 3.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
| 137461 | 3.000000 | 1.2.22 | 22.2.1 (22*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Neck Gaiters | No |
| 197278893 | 3.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*79^4 + 5*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | No |
These are the training products that have the "FATHERS DAY" tag (processing sequence 1354). 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 |
|---|---|---|---|---|---|---|---|
| 8541 | Let Me Consult My Crystals Rounded Mug Gold Crescent Moon | 197278893 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 197304327 | none | |
| 10957 | I am an American | Right to Bear Arms | 137461 | Apparel & Accessories > Clothing Accessories > Neck Gaiters | none | 162895 | none | |
| 14109 | Greenstone & Paua Shell Rosary, Saint Joseph Center (Nephrite Jade & Abalone) | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 31853 | NEW FEB 2023 | |
| 8526 | Time to Relax Round Mug and Sock Gift Set | -25434 | MOTHERS DAY | 0 | none |