Fold 2 - Understanding why coefficient 4025525 was selected
Tag: TOP
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 13
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? |
|---|---|---|---|---|---|
| 4025525 | 0.000014 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 574252 | 0.000016 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 3532486 | 0.000024 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| 5504642 | 0.000024 | 1.1.13.11 | 11.13.1.1 (11*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tunics | No |
These are the training products that have the "TOP" tag (processing sequence 70). 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 |
|---|---|---|---|---|---|---|---|
| 8 | Blue Vibrant One Shoulder Cotton Cape | 5504642 | Apparel & Accessories > Clothing > Clothing Tops > Tunics | none | 1479117 | CAPE | |
| 436 | Sequin Sleeve Fashion T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 261 | Baby Tee, LIGHT Jersey | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 351 | KaPow V-neck Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | TEE | |
| 429 | Santa Baby Christmas T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | TEE | |
| 390 | Men's Team Parks t-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | T-SHIRT | |
| 280 | BF Tee, LIGHT Jersey | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 4541 | Friarachi Reversible Crop Top African Print | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -493039 | SETS | |
| 12649 | Bluza, črna s potiskom | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -3451273 | none | |
| 362 | Red Round Neck Cold Shoulder Blouse | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -3451273 | none | |
| 416 | Sassy Loose Chiffon Blouse | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -3451273 | BLOUSE | |
| 425 | Rhapsody Cotton Balloon Sleeve Tie Top | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -3451273 | none | |
| 4580 | Wensi Reversible Crop Top African Print | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -3451273 | SETS |