Fold 0 - Understanding why coefficient 4025525 was selected
Tag: XS
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 4025525 | 3.000320 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 93695 | 3.000481 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 5498401 | 3.000481 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| -113324158 | 5.000160 | -1.1.67.71.2 | -2.71.67.1.1 (-(2*79^4 + 71*79^3 + 67*79^2 + 79 + 1)) | No | |
| -116850323 | 5.000160 | -1.1.0.0.3 | -3.0.0.1.1 (-(3*79^4 + 79 + 1)) | No | |
| -2465195 | 6.000000 | -0.0.0.5 | -5.0.0.0 (-(5*79^3)) | No |
These are the training products that have the "XS" tag (processing sequence 189). 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 | 1472876 | BOTTOMS, XL, PLAID | |
| 8353 | Low Flow Llamas Cropped Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 14271 | Bunny WKND Shirt | XS | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 14282 | Black Maxi Gathered Skirt | XS | 93695 | Apparel & Accessories > Clothing > Skirts | none | -3931830 | none | |
| 7955 | CD D C Womens Daisy Duke Motorcycle Denim Sleeveless Cropped Tied Button Front Top | -2465195 | PINK | -6490720 | DENIM, 2XL, COTTON, SLEEVELESS SHIRT | ||
| 14390 | Corset Hoodie | -113324158 | SMALL | -117349683 | LARGE | ||
| 8156 | ADAPT Seamless Sports Bra / Black | -116850323 | SMALL | -120875848 | COLOR_BLACK, FEED-AGEGROUP-ADULT, LARGE |