Fold 3 - Understanding why coefficient 511929 was selected
Tag: CLEARANCE
Selected Coefficient: 511929
Taxonomy Path: 9.2.3.1
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 511929 | 2.000000 | 9.2.3.1 | 1.3.2.9 (493039 + 3*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | Yes |
| 3039447 | 3.000000 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
| 6990170 | 3.000000 | 13.3.14.14 | 14.14.3.13 (14*79^3 + 14*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Shaving & Grooming > Beard Balms | No |
These are the training products that have the "CLEARANCE" tag (processing sequence 2998). 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 |
|---|---|---|---|---|---|---|---|
| 5151 | Clearance Balms | 6990170 | Health & Beauty > Personal Care > Shaving & Grooming > Beard Balms | none | 6478241 | none | |
| 5019 | 7th Infantry Polo Shirt >>Clearance<< | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 2527518 | none | |
| 3542 | 60 x airwaves black mint wrigleys (10 x 6 Packs) Best Before 24.05.2021 | 511929 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | none | 0 | none | |
| 3616 | Skittles Sweet Heat 196g Pouch Bag Family Size Bag | 511929 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | none | 0 | none |