Fold 4 - Understanding why coefficient 1174625 was selected
Tag: POOL PARTY
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: 4
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 | 7.000000 | 1.1.20.3 | 3.20.1.1 (3*71^3 + 20*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | Yes |
| 0 | 8.014090 | 0 | 0 (0) | No | |
| 357911 | 8.014096 | 0.0.0.1 | 1.0.0.0 (357911) | No | |
| 3871417 | 8.084507 | 0.70.57.10 | 10.57.70.0 (10*71^3 + 57*71^2 + 70*71) | No |
These are the training products that have the "POOL PARTY" tag (processing sequence 1103). 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 | 3871417 | CAPE | 2696792 | none | ||
| 3919 | Parrot Love Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | none | |
| 3922 | Patriotic Men's Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | none | |
| 3923 | Positive Matter Men's Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | none | |
| 3928 | Pumpkin Men's Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | none | |
| 3931 | Red Ceramics Men's Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | none | |
| 3933 | Red Check Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | none | |
| 3937 | Slime!! Men's Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | none | |
| 4299 | Smooth Plaid Swim Trunk | 1174625 | Apparel & Accessories > Clothing > Swimwear > Swim Boxers | none | 0 | none | |
| 4445 | Tribal Marks Swim Trunk | 357911 | BEACH | -816714 | none | ||
| 4302 | Twigs Men's Swim Trunk | 357911 | BEACH | -816714 | none | ||
| 4306 | Teal Tribal Cloth Swim Trunk | 0 | BEACH | -1174625 | none | ||
| 4310 | Tiger Love Men's Swim Trunk | 0 | BEACH | -1174625 | none | ||
| 4439 | Tribal Flower Swim Trunk | 0 | BEACH | -1174625 | none | ||
| 3942 | Smooth Plaid Premium Sleeveless Hoodie | 0 | HOODIE | -1174625 | none |