Fold 4 - Understanding why coefficient -98062789 was selected
Tag: XS
Selected Coefficient: -98062789
Taxonomy Path: -3.3.70.60.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -98062789 | 3.000000 | -3.3.70.60.3 | -3.60.70.3.3 (-(3*71^4 + 60*71^3 + 70*71^2 + 3*71 + 3)) | Yes | |
| -10238559 | 3.000000 | -4.4.43.28 | -28.43.4.4 (-(28*71^3 + 43*71^2 + 4*71 + 4)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 2928893 | 3.000000 | 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 "XS" tag (processing sequence 2427). 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 |
|---|---|---|---|---|---|---|---|
| 8353 | Low Flow Llamas Cropped Tee | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 100991682 | none | |
| 1473 | Bass Coast x Gazzy Unisex Oversized Windbreaker | 0 | GAZZY BY GAZZO | 98062789 | none | ||
| 7955 | CD D C Womens Daisy Duke Motorcycle Denim Sleeveless Cropped Tied Button Front Top | -10238559 | BLUE, BLACK, WHITE, SLEEVELESS SHIRT, DENIM | 87824230 | none | ||
| 8156 | ADAPT Seamless Sports Bra / Black | -98062789 | COLOR_BLACK, LARGE, MEDIUM | 0 | none |