Fold 0 - Understanding why coefficient 5923048 was selected
Tag: NYLON
Selected Coefficient: 5923048
Taxonomy Path: 23.4.1.12
Taxonomy Name: Sporting Goods > Outdoor Recreation > Boating & Water Sports > Boating & Water Sport Protective Gear
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 5923048 | 1.000000 | 23.4.1.12 | 12.1.4.23 (12*79^3 + 6241 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Boating & Water Sports > Boating & Water Sport Protective Gear | Yes |
| -5461035 | 2.000000 | -2.2.6.11 | -11.6.2.2 (-(11*79^3 + 6*79^2 + 2*79 + 2)) | No |
These are the training products that have the "NYLON" tag (processing sequence 2447). 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 |
|---|---|---|---|---|---|---|---|
| 12780 | Throw Cushion | 5923048 | Sporting Goods > Outdoor Recreation > Boating & Water Sports > Boating & Water Sport Protective Gear | none | 0 | none | |
| 12911 | Universal Adult 4pk w/ Bag | 5923048 | Sporting Goods > Outdoor Recreation > Boating & Water Sports > Boating & Water Sport Protective Gear | none | 0 | none | |
| 20434 | WONTON FLOAT Vest Custom Name Tag patch | -5461035 | NAME TAG, LIFE JACKET | -11384083 | none |