Fold 0 - Understanding why coefficient -20040171 was selected
Tag: SHORT-SLEEVE
Selected Coefficient: -20040171
Taxonomy Path: -4.4.51.40
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -20040171 | 4.000000 | -4.4.51.40 | -40.51.4.4 (-(40*79^3 + 51*79^2 + 4*79 + 4)) | Yes | |
| -5005441 | 4.000000 | -1.2.12.10 | -10.12.2.1 (-(10*79^3 + 12*79^2 + 2*79 + 1)) | No | |
| -4025703 | 4.000000 | -21.3.13.8 | -8.13.3.21 (-(8*79^3 + 13*79^2 + 3*79 + 21)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 3532486 | 4.000000 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
These are the training products that have the "SHORT-SLEEVE" tag (processing sequence 2615). 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 |
|---|---|---|---|---|---|---|---|
| 12431 | Men's Nike Giancarlo Stanton White New York Yankees Home Official Replica Player Jersey | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 23572657 | none | |
| 8316 | Anti Love | Heather Magenta | Short Sleeve Tee | 0 | BEST SELLER, FAIRE, GRAPHIC TEE | 20040171 | none | ||
| 12422 | Infant Thin Yellow Line US Tattered Flag Short Sleeve Baby Bodysuit - Onesie | -4025703 | 10-20, BABY, SHIRTS | 16014468 | none | ||
| 8419 | LOVER | Pink Tie Dye | Short Sleeve Tee | -5005441 | PINK, GRAPHIC TEE | 15034730 | none | ||
| 11871 | Trevor Short Sleeve Linen Shirt | -20040171 | PINK, 50-100, CLOTHING, COTTON, LINEN | 0 | none |