Fold 4 - Understanding why coefficient 731096 was selected
Tag: MILK
Selected Coefficient: 731096
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 731096 | 3.000000 | 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 | 7.000000 | 0 | 0 (0) | No | |
| -731096 | 8.000000 | -9.2.3.2 | -2.3.2.9 (-(2*71^3 + 3*71^2 + 2*71 + 9)) | No |
These are the training products that have the "MILK" tag (processing sequence 1003). 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 |
|---|---|---|---|---|---|---|---|
| 3661 | Treats - Fish Large Milk Chocolate - PICK-UP IN STORE ONLY | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3662 | Lolly - Canadian | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3604 | Treats - 34% Milk Chocolate Assorted Flowers | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3612 | Treats - 34% Milk Chocolate Sun and Moon | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3602 | Treats - 34% Milk Chocolate Assorted Fish | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3562 | Truffles - Champagne Bottle 14 Piece - PICK UP IN STORE ONLY | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3673 | Tablet - Milk Chocolate, 34% | 0 | CHOCOLATE TABLETS | -731096 | SIGNATURE COLLECTION | ||
| 3641 | Nuts - Fabbo Bar Milk Chocolate Hazelnut Bar | 0 | CHOCOLATE TABLETS | -731096 | SIGNATURE COLLECTION | ||
| 3642 | Tablet - Milk Chocolate, 34% with Raspberries and Pistachios | -731096 | BEST SELLERS, CHOCOLATE TABLETS | -1462192 | SIGNATURE COLLECTION |