Fold 1 - Understanding why coefficient -1174625 was selected
Tag: YACHT
Selected Coefficient: -1174625
Taxonomy Path: -1.1.20.3
Taxonomy Name:
Products with this tag: 14
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? |
|---|---|---|---|---|---|
| -1174625 | 7.000204 | -1.1.20.3 | -3.20.1.1 (-(3*71^3 + 20*71^2 + 71 + 1)) | Yes | |
| -1532536 | 7.000210 | -1.1.20.4 | -4.20.1.1 (-(4*71^3 + 20*71^2 + 71 + 1)) | No | |
| -4360537 | 7.001190 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | No | |
| 0 | 8.000003 | 0 | 0 (0) | No | |
| -357911 | 8.000014 | -0.0.0.1 | -1.0.0.0 (-(357911)) | No | |
| 2928893 | 13.000000 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "YACHT" tag (processing sequence 2449). 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 |
|---|---|---|---|---|---|---|---|
| 3919 | Parrot Love Swim Trunk | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | ANIMAL, SUMMER SETS | 4103518 | none | |
| 3922 | Patriotic Men's Swim Trunk | 0 | SUMMER SETS | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | |
| 3923 | Positive Matter Men's Swim Trunk | 0 | SUMMER SETS | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | |
| 3928 | Pumpkin Men's Swim Trunk | 0 | SUMMER SETS | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | |
| 3931 | Red Ceramics Men's Swim Trunk | 0 | SUMMER SETS | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | |
| 3937 | Slime!! Men's Swim Trunk | 0 | SUMMER SETS | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | |
| 3934 | Polka Men's Swim Trunk | -357911 | SUMMER SETS | 816714 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | |
| 3942 | Smooth Plaid Premium Sleeveless Hoodie | -1174625 | HOODIE, SUMMER SETS | 0 | none | ||
| 4302 | Twigs Men's Swim Trunk | -1174625 | BEACH, SUMMER SETS | 0 | none | ||
| 4445 | Tribal Marks Swim Trunk | -1174625 | BEACH, SUMMER SETS | 0 | none | ||
| 4437 | Tribal Diamond Men's Swim Trunk | -1174625 | BEACH, SUMMER SETS | 0 | none | ||
| 4439 | Tribal Flower Swim Trunk | -1532536 | BEACH, SUMMER SETS | -357911 | none | ||
| 4306 | Teal Tribal Cloth Swim Trunk | -1532536 | BEACH, SUMMER SETS | -357911 | none | ||
| 3933 | Red Check Swim Trunk | -4360537 | BLUE, SUMMER SETS | -3185912 | none |