Fold 1 - Understanding why coefficient -46165694 was selected
Tag: XS
Selected Coefficient: -46165694
Taxonomy Path: -3.3.70.57.1
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? |
|---|---|---|---|---|---|
| -46165694 | 2.000198 | -3.3.70.57.1 | -1.57.70.3.3 (-(25411681 + 57*71^3 + 70*71^2 + 3*71 + 3)) | Yes | |
| -10218323 | 2.000198 | -3.3.39.28 | -28.39.3.3 (-(28*71^3 + 39*71^2 + 3*71 + 3)) | 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 |
| 175729188 | 3.000000 | 70.69.69.64.6 | 6.64.69.69.70 (6*71^4 + 64*71^3 + 69*71^2 + 69*71 + 70) | No |
These are the training products that have the "XS" tag (processing sequence 2446). 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 |
|---|---|---|---|---|---|---|---|
| 1473 | Bass Coast x Gazzy Unisex Oversized Windbreaker | 175729188 | GAZZY BY GAZZO, JACKETS | 221894882 | none | ||
| 8353 | Low Flow Llamas Cropped Tee | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 49094587 | none | |
| 7955 | CD D C Womens Daisy Duke Motorcycle Denim Sleeveless Cropped Tied Button Front Top | -10218323 | BLACK, BLUE, WHITE, SLEEVELESS SHIRT | 35947371 | none | ||
| 8156 | ADAPT Seamless Sports Bra / Black | -46165694 | COLOR_BLACK, LARGE, MEDIUM | 0 | none |