Fold 3 - Understanding why coefficient 25044 was selected
Tag: JERSEY
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 25044 | 3.000320 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 3532486 | 3.000322 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| 4025525 | 3.000322 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| -1972156 | 4.000000 | -0.0.0.4 | -4.0.0.0 (-(4*79^3)) | No |
These are the training products that have the "JERSEY" tag (processing sequence 139). 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 |
|---|---|---|---|---|---|---|---|
| 262 | Baby Tee, MEDIUM Jersey | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 4000481 | FALL, MICROMODAL | |
| 884 | Ankh Life Baseball Jersey Custom “Mets” | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 3507442 | FASHION | |
| 283 | EZ Dress, SHEER Jersey | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | PAJAMAS, SLEEPWEAR | |
| 282 | EZ Dress, MEDIUM Jersey | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | MICROMODAL | |
| 10661 | Mia T-Shirt - White Crew Neck | -1972156 | CASUAL | -1997200 | ELEVATED ESSENTIAL, SALE | ||
| 10662 | Mia T-Shirt - White V Neck | -1972156 | CASUAL | -1997200 | ELEVATED ESSENTIAL, SALE | ||
| 10664 | Mia T-Shirt - Black Crew Neck | -1972156 | CASUAL | -1997200 | ELEVATED ESSENTIAL, SALE |