Fold 3 - Understanding why coefficient 4025525 was selected
Tag: TEE
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 4025525 | 5.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| -4025521 | 8.000000 | -76.0.13.8 | -8.13.0.76 (-(8*79^3 + 13*79^2 + 76)) | No |
These are the training products that have the "TEE" tag (processing sequence 1853). 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 |
|---|---|---|---|---|---|---|---|
| 10304 | SOUTHERN SOUL | 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 | none | |
| 429 | Santa Baby Christmas T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 5998 | Love More Vintage Wash Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 10286 | RED DIRT ROADS | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 10166 | Fair Flies Shield Short-Sleeve Tee | 0 | T-SHIRT | -4025525 | APPAREL | ||
| 340 | Hustle Hard Tee | 0 | T-SHIRT | -4025525 | none | ||
| 321 | Good Vibes Only T-shirt | 0 | T-SHIRT | -4025525 | none | ||
| 347 | Infant "Alycia Mikay" Onesie | -4025521 | T-SHIRT | -8051046 | none | ||
| 348 | Infant "Simply Dope" Tee | -4025521 | T-SHIRT | -8051046 | none |