Fold 1 - Understanding why coefficient 1174625 was selected
Tag: SUMMER SETS
Selected Coefficient: 1174625
Taxonomy Path: 1.1.20.3
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Swim Boxers
Products with this tag: 15
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? |
|---|---|---|---|---|---|
| 1174625 | 8.000201 | 1.1.20.3 | 3.20.1.1 (3*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | Yes |
| 0 | 8.000204 | 0 | 0 (0) | No | |
| -357911 | 8.000210 | -0.0.0.1 | -1.0.0.0 (-(357911)) | No | |
| 816714 | 8.000212 | 1.1.20.2 | 2.20.1.1 (2*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Boardshorts | No |
| -3185912 | 8.001190 | -0.0.64.8 | -8.64.0.0 (-(8*71^3 + 64*71^2)) | No | |
| 5449393 | 8.001190 | 1.1.16.15 | 15.16.1.1 (15*71^3 + 16*71^2 + 71 + 1) | No | |
| 4103518 | 14.000000 | 2.2.33.11 | 11.33.2.2 (11*71^3 + 33*71^2 + 2*71 + 2) | No |
These are the training products that have the "SUMMER SETS" tag (processing sequence 2199). 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 |
|---|---|---|---|---|---|---|---|
| 3940 | Smooth Plaid Men's Jogger Shorts | 5449393 | JOGGERS | 4274768 | none | ||
| 3919 | Parrot Love Swim Trunk | 4103518 | ANIMAL | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | YACHT | |
| 3923 | Positive Matter Men's Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | YACHT | |
| 3928 | Pumpkin Men's Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | YACHT | |
| 3931 | Red Ceramics Men's Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | YACHT | |
| 3937 | Slime!! Men's Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | YACHT | |
| 3922 | Patriotic Men's Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | YACHT | |
| 3934 | Polka Men's Swim Trunk | 816714 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | -357911 | YACHT | |
| 3942 | Smooth Plaid Premium Sleeveless Hoodie | 0 | HOODIE | -1174625 | YACHT | ||
| 4302 | Twigs Men's Swim Trunk | 0 | BEACH | -1174625 | YACHT | ||
| 4445 | Tribal Marks Swim Trunk | 0 | BEACH | -1174625 | YACHT | ||
| 4437 | Tribal Diamond Men's Swim Trunk | 0 | BEACH | -1174625 | YACHT | ||
| 4439 | Tribal Flower Swim Trunk | -357911 | BEACH | -1532536 | YACHT | ||
| 4306 | Teal Tribal Cloth Swim Trunk | -357911 | BEACH | -1532536 | YACHT | ||
| 3933 | Red Check Swim Trunk | -3185912 | BLUE | -4360537 | YACHT |