Fold 1 - Understanding why coefficient 1604017 was selected
Tag: POOL PARTY
Selected Coefficient: 1604017
Taxonomy Path: 1.1.20.3
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Swim Boxers
Products with this tag: 14
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? |
|---|---|---|---|---|---|
| 1604017 | 8.000002 | 1.1.20.3 | 3.20.1.1 (3*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | Yes |
| 1110978 | 8.000010 | 1.1.20.2 | 2.20.1.1 (2*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Boardshorts | No |
| 0 | 8.012662 | 0 | 0 (0) | No | |
| -493039 | 8.012664 | -0.0.0.1 | -1.0.0.0 (-(493039)) | No | |
| 317417181 | 8.063291 | 0.78.62.11.8 | 8.11.62.78.0 (8*79^4 + 11*79^3 + 62*79^2 + 78*79) | No | |
| -553209364 | 13.000000 | -14.11.3.16.14 | -14.16.3.11.14 (-(14*79^4 + 16*79^3 + 3*79^2 + 11*79 + 14)) | No | |
| -547211683 | 13.000000 | -13.10.69.3.14 | -14.3.69.10.13 (-(14*79^4 + 3*79^3 + 69*79^2 + 10*79 + 13)) | No |
These are the training products that have the "POOL PARTY" tag (processing sequence 2337). 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 |
|---|---|---|---|---|---|---|---|
| 8 | Blue Vibrant One Shoulder Cotton Cape | 317417181 | TOP, CAPE | 315813164 | none | ||
| 3919 | Parrot Love Swim Trunk | 1604017 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | none | |
| 3922 | Patriotic Men's Swim Trunk | 1604017 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | none | |
| 3928 | Pumpkin Men's Swim Trunk | 1604017 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | none | |
| 3931 | Red Ceramics Men's Swim Trunk | 1604017 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | none | |
| 3937 | Slime!! Men's Swim Trunk | 1604017 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | none | |
| 3934 | Polka Men's Swim Trunk | 1110978 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | -493039 | none | |
| 4445 | Tribal Marks Swim Trunk | 0 | BEACH | -1604017 | none | ||
| 4302 | Twigs Men's Swim Trunk | 0 | BEACH | -1604017 | none | ||
| 4437 | Tribal Diamond Men's Swim Trunk | 0 | BEACH | -1604017 | none | ||
| 4306 | Teal Tribal Cloth Swim Trunk | -493039 | BEACH | -2097056 | none | ||
| 4439 | Tribal Flower Swim Trunk | -493039 | BEACH | -2097056 | none | ||
| 4299 | Smooth Plaid Swim Trunk | -547211683 | CLASSIC | -548815700 | PLAID | ||
| 3933 | Red Check Swim Trunk | -553209364 | BLUE, CLASSIC | -554813381 | none |