Fold 0 - Understanding why coefficient -147449969 was selected
Tag: XS
Selected Coefficient: -147449969
Taxonomy Path: -9.10.69.56.5
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -147449969 | 2.000000 | -9.10.69.56.5 | -5.56.69.10.9 (-(5*71^4 + 56*71^3 + 69*71^2 + 10*71 + 9)) | Yes | |
| -4461501 | 2.000000 | -3.3.33.12 | -12.33.3.3 (-(12*71^3 + 33*71^2 + 3*71 + 3)) | No | |
| 2928893 | 2.000000 | 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 2440). 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 | 150378862 | none | |
| 7955 | CD D C Womens Daisy Duke Motorcycle Denim Sleeveless Cropped Tied Button Front Top | -4461501 | BLACK, WHITE, SLEEVELESS SHIRT, DENIM, 2XL | 142988468 | none | ||
| 8156 | ADAPT Seamless Sports Bra / Black | -147449969 | COLOR_BLACK, LARGE, MEDIUM, SMALL | 0 | none |