Fold 1 - Understanding why coefficient 8618494 was selected
Tag: WASATCH
Selected Coefficient: 8618494
Taxonomy Path: 23.4.6.15
Taxonomy Name: Sporting Goods > Outdoor Recreation > Fishing > Fly Tying Materials
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 8618494 | 0.000002 | 23.4.6.15 | 15.6.4.23 (15*83^3 + 6*83^2 + 4*83 + 23) | Sporting Goods > Outdoor Recreation > Fishing > Fly Tying Materials | Yes |
| 340826741 | 0.000002 | 23.4.6.15.7 | 7.15.6.4.23 (7*83^4 + 15*83^3 + 6*83^2 + 4*83 + 23) | Sporting Goods > Outdoor Recreation > Fishing > Fly Tying Materials > Fly Tying Fur & Hair | No |
| 7474920 | 0.000017 | 23.4.6.13 | 13.6.4.23 (13*83^3 + 6*83^2 + 4*83 + 23) | Sporting Goods > Outdoor Recreation > Fishing > Fishing Tackle | No |
These are the training products that have the "WASATCH" tag (processing sequence 2648). 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 |
|---|---|---|---|---|---|---|---|
| 22212 | Fur Comb | 340826741 | Sporting Goods > Outdoor Recreation > Fishing > Fly Tying Materials > Fly Tying Fur & Hair | none | 332208247 | none | |
| 22213 | Hair Wing Scissors | 8618494 | Sporting Goods > Outdoor Recreation > Fishing > Fly Tying Materials | none | 0 | none | |
| 22220 | Large Curved Scissors | 8618494 | Sporting Goods > Outdoor Recreation > Fishing > Fly Tying Materials | none | 0 | none | |
| 22221 | Large Hopper Leg Tool | 8618494 | Sporting Goods > Outdoor Recreation > Fishing > Fly Tying Materials | none | 0 | none | |
| 22328 | Reverse Action Tweezer | 8618494 | Sporting Goods > Outdoor Recreation > Fishing > Fly Tying Materials | none | 0 | none | |
| 22329 | Rotary Dubbing Hook | 8618494 | Sporting Goods > Outdoor Recreation > Fishing > Fly Tying Materials | none | 0 | none | |
| 22333 | Salt Water Ceramic Bobbin | 8618494 | Sporting Goods > Outdoor Recreation > Fishing > Fly Tying Materials | none | 0 | none | |
| 22351 | Standard Ceramic Bobbin | 8618494 | Sporting Goods > Outdoor Recreation > Fishing > Fly Tying Materials | none | 0 | none | |
| 22353 | Standard Dubbing Picker | 8618494 | Sporting Goods > Outdoor Recreation > Fishing > Fly Tying Materials | none | 0 | none | |
| 22394 | 3T Wasatch 3 Tool Kit | 8618494 | Sporting Goods > Outdoor Recreation > Fishing > Fly Tying Materials | none | 0 | none | |
| 22214 | Heavy Bodkin | 7474920 | Sporting Goods > Outdoor Recreation > Fishing > Fishing Tackle | none | -1143574 | none |