Fold 3 - Understanding why coefficient 731096 was selected
Tag: BEST SELLERS
Selected Coefficient: 731096
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 13
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 | 2.000000 | 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 | 11.000000 | 0 | 0 (0) | No |
These are the training products that have the "BEST SELLERS" tag (processing sequence 491). 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 | none | |
| 3468 | Elegance Box - Assorted Chocolates 48 piece | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3511 | Tin 10 - Gastown Steam Clock Tin Box with Assorted Chocolates - 10 piece | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3515 | Elegance Box - All Dark Chocolates 16 piece | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3518 | Tin 20 - Vancouver Tin Box with Assorted Chocolates - 20 piece | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3686 | Salted Caramels - 34% Milk Chocolate, made with organic cane sugar and Vancouver Island Sea Salt - 8 pieces | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | MILK, MOTHER'S DAY | |
| 3687 | Treats - Bear Small 12cm. - PICK UP IN STORE ONLY | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3624 | Lolly - Heart Dark Chocolate | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3625 | Treats - 70 % Dark Chocolate Hearts | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | DAIRY FREE, MOTHER'S DAY | |
| 3631 | Tablet - Dark Chocolate, 70% with Hazelnuts, Pecans, Almonds and Pistachios | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | CHOCOLATE TABLETS, DAIRY FREE | |
| 3633 | Elegance Box - Assorted Chocolates 16 piece | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3525 | Tin 7 - Assorted Chocolate Collection | 0 | 7 PIECE COLLECTION | -731096 | none | ||
| 3526 | Tin 7 - Award Winners | 0 | 7 PIECE COLLECTION | -731096 | none |