Fold 3 - Understanding why coefficient 1004968 was selected
Tag: MILK
Selected Coefficient: 1004968
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 10
Unique residual values tried: 4
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 | 3.000000 | 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 | |
| 4082114 | 9.000000 | 26.6.22.8 | 8.22.6.26 (8*79^3 + 22*79^2 + 6*79 + 26) | No | |
| 5087082 | 9.000000 | 35.8.25.10 | 10.25.8.35 (10*79^3 + 25*79^2 + 8*79 + 35) | No |
These are the training products that have the "MILK" tag (processing sequence 2071). 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 |
|---|---|---|---|---|---|---|---|
| 3686 | Salted Caramels - 34% Milk Chocolate, made with organic cane sugar and Vancouver Island Sea Salt - 8 pieces | 5087082 | AWARD WINNING | 4082114 | none | ||
| 3642 | Tablet - Milk Chocolate, 34% with Raspberries and Pistachios | 4082114 | AWARD WINNING, CHOCOLATE TABLETS | 3077146 | SIGNATURE COLLECTION | ||
| 3602 | Treats - 34% Milk Chocolate Assorted Fish | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3604 | Treats - 34% Milk Chocolate Assorted Flowers | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3612 | Treats - 34% Milk Chocolate Sun and Moon | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3661 | Treats - Fish Large Milk Chocolate - PICK-UP IN STORE ONLY | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3662 | Lolly - Canadian | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3523 | Truffles - Champagne Bottle 60 Piece - PICK UP IN STORE ONLY | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3562 | Truffles - Champagne Bottle 14 Piece - PICK UP IN STORE ONLY | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3641 | Nuts - Fabbo Bar Milk Chocolate Hazelnut Bar | 0 | CHOCOLATE TABLETS | -1004968 | SIGNATURE COLLECTION |