Fold 1 - Understanding why coefficient 51589666 was selected
Tag: MENS
Selected Coefficient: 51589666
Taxonomy Path: 1.1.10.2.2
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets
Products with this tag: 7
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 51589666 | 4.000198 | 1.1.10.2.2 | 2.2.10.1.1 (2*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | Yes |
| 229471433 | 4.000198 | 1.1.10.2.9 | 9.2.10.1.1 (9*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | No |
| 2928893 | 4.000397 | 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 | 5.000000 | 0 | 0 (0) | No | |
| -5973445 | 6.000000 | -2.69.48.16 | -16.48.69.2 (-(16*71^3 + 48*71^2 + 69*71 + 2)) | No | |
| -2928893 | 6.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No |
These are the training products that have the "MENS" tag (processing sequence 1665). 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 |
|---|---|---|---|---|---|---|---|
| 8996 | Iron Heart IHJ-118-OLV Collarless Lightweight Quilted Jacket - Olive | 229471433 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | none | 177881767 | none | |
| 8997 | Iron Heart IHSB-ANJ4 Iron Heart x Simmons Bilt Flight Jacket | 51589666 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | none | 0 | none | |
| 6625 | Yin Yang Lover Shirt Unisex Black | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | -48660773 | none | |
| 8977 | Blluemade Engineers Shirt - Cognac Belgian Linen | 0 | WOVEN | -51589666 | none | ||
| 8976 | Blluemade Spread Collar Shirt - Celadon Belgian Linen | 0 | WOVEN | -51589666 | none | ||
| 6 | Night Blue Groom Satin Slippers | -2928893 | SLIPPERS, EMBROIDERY | -54518559 | none | ||
| 9143 | University of Tennessee | UT | Tungsten Ring Band | Black and Silver | 8MM | -5973445 | BLACK, SILVER, 8MM, WOMEN | -57563111 | RING |