Fold 1 - Understanding why coefficient 20236 was selected
Tag: LIGHTWEIGHT
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 8
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 20236 | 4.000397 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 45441 | 4.000595 | 1.1.9 | 9.1.1 (9*71^2 + 71 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 4002626 | 4.000595 | 1.1.13.11 | 11.13.1.1 (11*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tunics | No |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| -75907805 | 6.014085 | -1.6.6.70.2 | -2.70.6.6.1 (-(2*71^4 + 70*71^3 + 6*71^2 + 6*71 + 1)) | No | |
| -2213071 | 6.014085 | -1.1.13.6 | -6.13.1.1 (-(6*71^3 + 13*71^2 + 71 + 1)) | No |
These are the training products that have the "LIGHTWEIGHT" tag (processing sequence 949). 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 |
|---|---|---|---|---|---|---|---|
| 1438 | Lightweight American Flag Design Kimono | 4002626 | Apparel & Accessories > Clothing > Clothing Tops > Tunics | none | 3982390 | none | |
| 882 | Dex Pleated Jumpsuit | 45441 | Apparel & Accessories > Clothing > One-Pieces | none | 25205 | PLEATED | |
| 897 | Doozy | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | SLIP DRESS, SUMMER COLORS | |
| 281 | EZ Dress, LIGHT Jersey | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | LINGERIE, MICROMODAL | |
| 282 | EZ Dress, MEDIUM Jersey | 0 | JERSEY | -20236 | LINGERIE, MICROMODAL | ||
| 283 | EZ Dress, SHEER Jersey | 0 | JERSEY | -20236 | LINGERIE | ||
| 261 | Baby Tee, LIGHT Jersey | -2213071 | TOP, FALL | -2233307 | MICROMODAL | ||
| 1021 | Moss Stripe Cardi | -75907805 | CASHMERE, BRIGHT | -75928041 | SOFT |