Fold 4 - Understanding why coefficient 731025 was selected
Tag: HOTEL - AMENITIES COFFEE AND ROOM SUPPLIES
Selected Coefficient: 731025
Taxonomy Path: 9.1.3.2
Taxonomy Name: Food, Beverages & Tobacco > Beverages > Coffee > Coffee Pods & Capsules
Products with this tag: 4
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 731025 | 0.000000 | 9.1.3.2 | 2.3.1.9 (2*71^3 + 3*71^2 + 71 + 9) | Food, Beverages & Tobacco > Beverages > Coffee > Coffee Pods & Capsules | Yes |
These are the training products that have the "HOTEL - AMENITIES COFFEE AND ROOM SUPPLIES" tag (processing sequence 854). 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 |
|---|---|---|---|---|---|---|---|
| 2726 | COFFEE/ IN-ROOM/ Martinson Soft Pods 1 Cup/ "Joe's Decaf Brew", 100/cs | 731025 | Food, Beverages & Tobacco > Beverages > Coffee > Coffee Pods & Capsules | none | 0 | none | |
| 2750 | K-CUP/ Capsule Martinson RealCup/ Colombian Decaf Medium Roast, Box of 24 | 731025 | Food, Beverages & Tobacco > Beverages > Coffee > Coffee Pods & Capsules | none | 0 | none | |
| 2760 | K-CUP/ Capsule Martinson RealCup/ Donut Shop Light Roast, Box of 24 | 731025 | Food, Beverages & Tobacco > Beverages > Coffee > Coffee Pods & Capsules | none | 0 | none | |
| 2764 | K-CUP/ Capsule Martinson RealCup/ Vanilla Velvet Light Roast, Box of 24 | 731025 | Food, Beverages & Tobacco > Beverages > Coffee > Coffee Pods & Capsules | none | 0 | none |