Fold 0 - Understanding why coefficient 65676 was selected
Tag: SANTA GIFT
Selected Coefficient: 65676
Taxonomy Path: 1.2.13
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Gloves & Mittens
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? |
|---|---|---|---|---|---|
| 65676 | 1.000397 | 1.2.13 | 13.2.1 (13*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Gloves & Mittens | Yes |
| 111045 | 1.000992 | 1.2.22 | 22.2.1 (22*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Neck Gaiters | No |
| 131209 | 1.000992 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
| 252277 | 6.000000 | 14.3.50 | 50.3.14 (50*71^2 + 3*71 + 14) | Home & Garden > Decor > Novelty Signs | No |
These are the training products that have the "SANTA GIFT" tag (processing sequence 225). 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 |
|---|---|---|---|---|---|---|---|
| 9803 | Santa Lover Parking Sign, Funny Santa Gift, Santa Decor, Santa Lover Sign, Santa Parking, Funny Santa Sign, Santa S-PRK035 | 252277 | Home & Garden > Decor > Novelty Signs | none | 186601 | none | |
| 287 | Snood - Wine | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 65533 | CHRISTMAS PRESSIE, HAND MADE | |
| 286 | Snood - Rust | 111045 | Apparel & Accessories > Clothing Accessories > Neck Gaiters | none | 45369 | CHRISTMAS PRESSIE, HAND MADE | |
| 414 | Wristee® Children's - Orange | 65676 | Apparel & Accessories > Clothing Accessories > Gloves & Mittens | none | 0 | none | |
| 394 | Wristee® Children's - Camouflage | 65676 | Apparel & Accessories > Clothing Accessories > Gloves & Mittens | none | 0 | none | |
| 178 | Ruffle glove - Black/fireworks | 65676 | Apparel & Accessories > Clothing Accessories > Gloves & Mittens | none | 0 | none | |
| 413 | Wristee® Children's - Olive green | 65676 | Apparel & Accessories > Clothing Accessories > Gloves & Mittens | none | 0 | none |