Fold 1 - Understanding why coefficient -4518564 was selected
Tag: BONSAI
Selected Coefficient: -4518564
Taxonomy Path: -1.1.13.9
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| -4518564 | 4.000006 | -1.1.13.9 | -9.13.1.1 (-(9*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -3532486 | 4.000006 | -1.1.13.7 | -7.13.1.1 (-(7*79^3 + 13*79^2 + 79 + 1)) | No | |
| -1067291 | 4.000006 | -1.1.13.2 | -2.13.1.1 (-(2*79^3 + 13*79^2 + 79 + 1)) | No | |
| -4025525 | 4.000006 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| 4025525 | 6.000002 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| -3370060 | 6.000002 | -78.77.65.6 | -6.65.77.78 (-(6*79^3 + 65*79^2 + 77*79 + 78)) | No | |
| 1972156 | 7.000000 | 0.0.0.4 | 4.0.0.0 (4*79^3) | No | |
| -10516245 | 7.000000 | -2.2.26.21 | -21.26.2.2 (-(21*79^3 + 26*79^2 + 2*79 + 2)) | No |
These are the training products that have the "BONSAI" tag (processing sequence 3231). 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 |
|---|---|---|---|---|---|---|---|
| 8845 | Bonsai Spray Dyed Crewneck - Blue/Green | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | GREEN, SWEATSHIRTS | 8544089 | none | |
| 8826 | Bonsai Oversized Knit Vest - Orange/Azure | 1972156 | CLOTHING-SIZE-XS, VESTS | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | |
| 8844 | Bonsai Spray Dyed Polo Sweatshirt - Light Green | -1067291 | GREEN, CLOTHING-SIZE-L | 3451273 | none | ||
| 8964 | Bonsai Beehive Mohair Cardigan - Hexagon | -3370060 | BEIGE, SWEATSHIRTS | 1148504 | none | ||
| 8783 | Bonsai Spray Dyed Basketball Shorts - Light Green | -3532486 | GREEN, SHORTS, CLOTHING-SIZE-XS | 986078 | none | ||
| 8854 | Bonsai Spray Dyed Oversized Tee - Blue/Green | -4025525 | GREEN, CLOTHING-SIZE-L | 493039 | none | ||
| 8797 | Bonsai Boomerang Bowling Shirt - White | -4518564 | CLOTHING-SIZE-L, SHIRTS | 0 | none | ||
| 8784 | Bonsai Boomerang Bowling Shirt - Ivory | -10516245 | BEIGE, CLOTHING-SIZE-L, SHIRTS | -5997681 | none |