Fold 3 - Understanding why coefficient 168666 was selected
Tag: SQUARE
Selected Coefficient: 168666
Taxonomy Path: 1.2.27
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sunglasses
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 168666 | 5.000000 | 1.2.27 | 27.2.1 (27*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| -3469139 | 8.000000 | -12.68.2.7 | -7.2.68.12 (-(7*79^3 + 2*79^2 + 68*79 + 12)) | No | |
| 113729827 | 8.000000 | 5.1.53.72.2 | 2.72.53.1.5 (2*79^4 + 72*79^3 + 53*79^2 + 79 + 5) | No |
These are the training products that have the "SQUARE" tag (processing sequence 2773). 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 |
|---|---|---|---|---|---|---|---|
| 7909 | Retro Mesh Series #1.5 (3) | 113729827 | GREEN, ORANGE, BLUE, ABSTRACT, BRIGHT COLORS, FUSED GLASS | 113561161 | none | ||
| 1732 | HOLIDAY Leopard | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 1733 | HOLIDAY Black | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 1743 | STORM White | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 1690 | JEWEL SAPPHIRE BLUE | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 7872 | Suspended | 0 | BROWN, BLUE, GREY, CANVAS | -168666 | none | ||
| 7880 | She Escaped: Among Frilly Feathered Top Hats | 0 | BROWN, ORANGE, BLUE, ABSTRACT, ACRYLIC, BRIGHT COLORS | -168666 | TEAL | ||
| 9168 | Place Blanche | 0 | METAL, AHLEM | -168666 | none | ||
| 9207 | Jaurès | -3469139 | ACETATE, NEW HINGE | -3637805 | none |