Fold 3 - 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: 12
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 | 7.014085 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
| 2928893 | 7.056338 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| 25411681 | 8.000000 | 0.0.0.0.1 | 1.0.0.0.0 (25411681) | No | |
| -2928893 | 11.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| -78125721 | 11.000000 | -19.4.20.5.3 | -3.5.20.4.19 (-(3*71^4 + 5*71^3 + 20*71^2 + 4*71 + 19)) | No | |
| 90067360 | 11.000000 | 26.68.45.38.3 | 3.38.45.68.26 (3*71^4 + 38*71^3 + 45*71^2 + 68*71 + 26) | 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 |
|---|---|---|---|---|---|---|---|
| 7872 | Suspended | 90067360 | BLACK, BLUE, OIL, BROWN, YELLOW, CANVAS | 89931110 | none | ||
| 9206 | Ségur | 25411681 | GOLD, 22K, LARGE, NEW HINGE | 25275431 | none | ||
| 7870 | City Glow | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | BLACK, BLUE, OIL, ORANGE, YELLOW, BRIGHT COLORS, CANVAS | 2792643 | none | |
| 1690 | JEWEL SAPPHIRE BLUE | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 1743 | STORM White | 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 | |
| 9207 | Jaurès | 0 | BLACK, OVERSIZED, DOWN TRIANGLE FACE, NEW HINGE, ROUND FACE | -136250 | none | ||
| 8409 | Square Counter Dining Table | 0 | DINING TABLE | -136250 | none | ||
| 9168 | Place Blanche | 0 | CHAMPAGNE, DOWN TRIANGLE FACE, MEDIUM, ROUND FACE, WHITE GOLD | -136250 | none | ||
| 7909 | Retro Mesh Series #1.5 (3) | -2928893 | BLACK, BLUE, ORANGE, YELLOW, ABSTRACT, BRIGHT COLORS | -3065143 | none | ||
| 7880 | She Escaped: Among Frilly Feathered Top Hats | -78125721 | BLACK, BLUE, WHITE, BROWN, ORANGE, TAN, ABSTRACT, ACRYLIC, BEIGE, BRIGHT COLORS | -78261971 | none |