Fold 0 - Understanding why coefficient 4518564 was selected
Tag: LUCKY
Selected Coefficient: 4518564
Taxonomy Path: 1.1.13.9
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Tank Tops
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? |
|---|---|---|---|---|---|
| 4518564 | 2.000002 | 1.1.13.9 | 9.13.1.1 (9*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | Yes |
| 5997681 | 2.000002 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 25 | 3.000000 | 25 | 25 (25) | Uncategorized | No |
| 7008965 | 3.000000 | 6.4.17.14 | 14.17.4.6 (14*79^3 + 17*79^2 + 4*79 + 6) | No |
These are the training products that have the "LUCKY" tag (processing sequence 4356). 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 |
|---|---|---|---|---|---|---|---|
| 2310 | Mini Micro Pave Disc Pendant Necklace | 7008965 | CHARM NECKLACE, GOLD NECKLACE, SILVER NECKLACE, MOTHER'S DAY GIFT, BLACK FRIDAY, GRADUATION | 2490401 | VALENTINE'S DAY | ||
| 10557 | Lucky Stars Sweater - Navy | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 1479117 | none | |
| 5259 | Airbrush Lucky Crop Top | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 0 | none | |
| 3785 | Sixpences : 1947 - 1967 : George VI to Elizabeth II | 25 | Uncategorized | none | -4518539 | none |