Fold 2 - Understanding why coefficient 731096 was selected
Tag: ORIGINAL
Selected Coefficient: 731096
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 20
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 | 0.042254 | 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 |
| 746148 | 0.239437 | 9.1.6.2 | 2.6.1.9 (2*71^3 + 6*71^2 + 71 + 9) | Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes | No |
These are the training products that have the "ORIGINAL" tag (processing sequence 12). 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 |
|---|---|---|---|---|---|---|---|
| 3398 | Choc-o-lait Original Caramel | 746148 | Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes | none | 15052 | ALL WEBSHOP | |
| 3403 | Choc-o-lait Original Hazelnut | 746148 | Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes | none | 15052 | ALL WEBSHOP | |
| 3404 | Choc-o-lait Original Milk | 746148 | Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes | none | 15052 | ALL WEBSHOP | |
| 3400 | Choc-o-lait Original Coconut | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | ALL WEBSHOP | |
| 3401 | Choc-o-lait Original Cointreau | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | ALL WEBSHOP | |
| 3405 | Choc-o-lait Original Mocca | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | ALL WEBSHOP | |
| 3417 | Dealer: Choc-o-lait Original DARK chocolate ganache | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3418 | Dealer: Choc-o-lait Original dark chocolate PEPPERMINT ganache | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3421 | Dealer: Choc-o-lait Original NATURAL VANILLA chocolate | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3426 | Dealer: Choc-o-lait Tin can MIX chocolate Ganache stick THANKS box | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3428 | Dealer: Choc-o-lait Tin can MIX chocolate Ganache stick CHRISTMAS box | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3449 | Choc-o-lait Christmas box with 9 chocolate sticks | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | ALL WEBSHOP | |
| 3450 | MoMe Choc-o-lait Thanks box | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | ALL WEBSHOP | |
| 3451 | MoMe Choc-o-lait Winter box | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | ALL WEBSHOP | |
| 3453 | Dealer: Choc-o-lait Original Milk chocolate HAZELNUT ganache | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3454 | Dealer: Choc-o-lait Original dark chocolate MOKKA ganache | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3369 | Dealer: Choc-o-lait Original Milk chocolate COCONUT ganache | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3455 | Dealer: Choc-o-lait Original dark chocolate COINTREAU ganache | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3376 | Dealer: Choc-o-lait Original Milk chocolate SALTED CARAMEL ganache | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3382 | Dealer: Choc-o-lait Original Milk chocolate SPECULOOS ganache | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none |