Fold 4 - Understanding why coefficient 731096 was selected
Tag: CHOCOLATE BOX
Selected Coefficient: 731096
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 15
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? |
|---|---|---|---|---|---|
| 731096 | 7.000000 | 9.2.3.2 | 2.3.2.9 (2*71^3 + 3*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | Yes |
| 0 | 8.000000 | 0 | 0 (0) | No |
These are the training products that have the "CHOCOLATE BOX" tag (processing sequence 859). 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 |
|---|---|---|---|---|---|---|---|
| 3467 | Elegance Box - Assorted Chocolates 32 piece | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | GIFT BOX COLLECTION | |
| 3468 | Elegance Box - Assorted Chocolates 48 piece | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | GIFT BOX COLLECTION | |
| 3511 | Tin 10 - Gastown Steam Clock Tin Box with Assorted Chocolates - 10 piece | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | GIFT BOX COLLECTION | |
| 3512 | Elegance Box - "Happy Birthday" 16 piece | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | GIFT BOX COLLECTION | |
| 3514 | Elegance Box - "Congratulations" 16 piece | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | GIFT BOX COLLECTION | |
| 3517 | Elegance Box - All Dome Collection 16 piece | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | GIFT BOX COLLECTION | |
| 3518 | Tin 20 - Vancouver Tin Box with Assorted Chocolates - 20 piece | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | GIFT BOX COLLECTION | |
| 3633 | Elegance Box - Assorted Chocolates 16 piece | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | GIFT BOX COLLECTION | |
| 3522 | Tin 4 - Celebrate Canada Collection | 0 | 4 PIECE COLLECTION | -731096 | GIFT BOX COLLECTION | ||
| 3525 | Tin 7 - Assorted Chocolate Collection | 0 | 7 PIECE COLLECTION | -731096 | GIFT BOX COLLECTION | ||
| 3527 | Tin 7 - Celebrate Canada Collection | 0 | 7 PIECE COLLECTION | -731096 | GIFT BOX COLLECTION | ||
| 3561 | Tin 7 - Thank You Box | 0 | 7 PIECE COLLECTION | -731096 | GIFT BOX COLLECTION | ||
| 3622 | Tin 4 - Thank You | 0 | 4 PIECE COLLECTION | -731096 | GIFT BOX COLLECTION | ||
| 3623 | Tin 4 - Congrats | 0 | 4 PIECE COLLECTION | -731096 | GIFT BOX COLLECTION | ||
| 3521 | Tin 4 - Caramel Collection | 0 | 4 PIECE COLLECTION | -731096 | GIFT BOX COLLECTION |