Fold 1 - Understanding why coefficient 1004968 was selected
Tag: CHOCOLATE BOX
Selected Coefficient: 1004968
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 16
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? |
|---|---|---|---|---|---|
| 1004968 | 8.000000 | 9.2.3.2 | 2.3.2.9 (2*79^3 + 3*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | Yes |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| -125070 | 15.000000 | -13.3.20 | -20.3.13 (-(20*79^2 + 3*79 + 13)) | No |
These are the training products that have the "CHOCOLATE BOX" tag (processing sequence 974). 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 |
|---|---|---|---|---|---|---|---|
| 3468 | Elegance Box - Assorted Chocolates 48 piece | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3511 | Tin 10 - Gastown Steam Clock Tin Box with Assorted Chocolates - 10 piece | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3514 | Elegance Box - "Congratulations" 16 piece | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3515 | Elegance Box - All Dark Chocolates 16 piece | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3516 | Elegance Box - "Thank You" 16 piece | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3517 | Elegance Box - All Dome Collection 16 piece | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3518 | Tin 20 - Vancouver Tin Box with Assorted Chocolates - 20 piece | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3633 | Elegance Box - Assorted Chocolates 16 piece | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3519 | Tin 4 - All Dark Collection | 0 | 4 PIECE COLLECTION | -1004968 | none | ||
| 3521 | Tin 4 - Caramel Collection | 0 | 4 PIECE COLLECTION | -1004968 | none | ||
| 3525 | Tin 7 - Assorted Chocolate Collection | 0 | 7 PIECE COLLECTION | -1004968 | none | ||
| 3520 | Tin 4 - Assorted Chocolate Collection | 0 | 4 PIECE COLLECTION | -1004968 | none | ||
| 3527 | Tin 7 - Celebrate Canada Collection | 0 | 7 PIECE COLLECTION | -1004968 | none | ||
| 3561 | Tin 7 - Thank You Box | 0 | 7 PIECE COLLECTION | -1004968 | none | ||
| 3622 | Tin 4 - Thank You | 0 | 4 PIECE COLLECTION | -1004968 | none | ||
| 3526 | Tin 7 - Award Winners | -125070 | 7 PIECE COLLECTION, AWARD WINNING | -1130038 | none |