Fold 2 - Understanding why coefficient 5498401 was selected
Tag: PANTS
Selected Coefficient: 5498401
Taxonomy Path: 1.1.12.11
Taxonomy Name: Apparel & Accessories > Clothing > Pants > Trousers
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 5498401 | 6.000160 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | Yes |
| -3457514 | 6.000325 | -0.0.1.7 | -7.1.0.0 (-(7*79^3 + 6241)) | No | |
| -1485358 | 6.000325 | -0.0.1.3 | -3.1.0.0 (-(3*79^3 + 6241)) | No | |
| -4443592 | 6.000325 | -0.0.1.9 | -9.1.0.0 (-(9*79^3 + 6241)) | No | |
| 0 | 6.000481 | 0 | 0 (0) | No | |
| 1110978 | 6.000641 | 1.1.20.2 | 2.20.1.1 (2*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Boardshorts | No |
| -12981440 | 10.000000 | -2.2.26.26 | -26.26.2.2 (-(26*79^3 + 26*79^2 + 2*79 + 2)) | No |
These are the training products that have the "PANTS" tag (processing sequence 140). 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 |
|---|---|---|---|---|---|---|---|
| 14362 | Kickstarter Plaid Flares | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | XS, BOTTOMS, PLAID | |
| 6143 | Hannah Linen Drawstring Pant - Black | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 10253 | Weinrote Damen Samt Schlaghose mit Blumenmuster | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | BOTTOMS, CLOTHING | |
| 6141 | Gwyneth Heavy Linen Wide Leg Pant - Flamingo | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 1478 | Black Gumball Board Shorts | 1110978 | Apparel & Accessories > Clothing > Swimwear > Boardshorts | none | -4387423 | APPAREL, ATHLETIC, BOTTOMS, GAZZY BY GAZZO | |
| 268 | High Waisted Yoga Leggings | 0 | LEGGINGS | -5498401 | ALL OVER PRINT, ASSEMBLED IN THE USA, BOTTOMS, MADE IN USA | ||
| 349 | Curvy Jeans | 0 | JEANS | -5498401 | none | ||
| 12 | Parrot Straight Pants | -1485358 | GREEN | -6983759 | SIZE_L | ||
| 1067 | Sybil Trogger | -3457514 | GREEN | -8955915 | none | ||
| 11890 | Marcel Slim Chino Pants | -4443592 | BLUE | -9941993 | 50-100, CLOTHING, CHINO | ||
| 5220 | Airbrush Pink Lightning Joggers Design | -12981440 | PINK, JOGGERS, GREEN | -18479841 | BOTTOMS |