Fold 0 - Understanding why coefficient 136250 was selected
Tag: SQUARE
Selected Coefficient: 136250
Taxonomy Path: 1.2.27
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sunglasses
Products with this tag: 11
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 136250 | 7.000000 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
| 0 | 8.014085 | 0 | 0 (0) | No | |
| 1798998 | 8.028169 | 0.62.1.5 | 5.1.62.0 (5*71^3 + 5041 + 62*71) | No | |
| 146 | 9.014085 | 4.2 | 2.4 (2*71 + 4) | Baby & Toddler > Baby Gift Sets | No |
| 8065817 | 9.014085 | 4.3.38.22 | 22.38.3.4 (22*71^3 + 38*71^2 + 3*71 + 4) | No | |
| -153877168 | 10.000000 | -4.9.66.3.6 | -6.3.66.9.4 (-(6*71^4 + 3*71^3 + 66*71^2 + 9*71 + 4)) | No | |
| 6568422 | 10.000000 | 70.70.24.18 | 18.24.70.70 (18*71^3 + 24*71^2 + 70*71 + 70) | No |
These are the training products that have the "SQUARE" tag (processing sequence 2500). 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) | 8065817 | BLACK, GREEN, YELLOW, ABSTRACT, BRIGHT COLORS, FUSED GLASS | 7929567 | none | ||
| 7872 | Suspended | 6568422 | BLACK, GREY, YELLOW, BROWN | 6432172 | none | ||
| 8399 | Square Dining Table | 1798998 | DINING TABLE | 1662748 | none | ||
| 1743 | STORM White | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 1690 | JEWEL SAPPHIRE BLUE | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 1732 | HOLIDAY Leopard | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 1733 | HOLIDAY Black | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 7870 | City Glow | 146 | Baby & Toddler > Baby Gift Sets | BLACK, GREEN, YELLOW, BRIGHT COLORS | -136104 | none | |
| 7880 | She Escaped: Among Frilly Feathered Top Hats | 0 | BLACK, WHITE, BROWN, BEIGE, ABSTRACT, ACRYLIC, BRIGHT COLORS | -136250 | none | ||
| 9207 | Jaurès | 0 | BLACK, OVERSIZED, DARK TURTLE, NEW STYLES, OPTICAL, ROUND FACE | -136250 | none | ||
| 9168 | Place Blanche | -153877168 | CHAMPAGNE, DIAMOND FACE, MEDIUM, OPTICAL, ROUND FACE | -154013418 | none |