Fold 3 - Understanding why coefficient 1004968 was selected
Tag: CHOC-O-LAIT
Selected Coefficient: 1004968
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 31
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? |
|---|---|---|---|---|---|
| 1004968 | 4.050633 | 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 |
| 1023612 | 4.291139 | 9.1.6.2 | 2.6.1.9 (2*79^3 + 6*79^2 + 79 + 9) | Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes | No |
| 0 | 27.000000 | 0 | 0 (0) | No |
These are the training products that have the "CHOC-O-LAIT" tag (processing sequence 1687). 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 |
|---|---|---|---|---|---|---|---|
| 3414 | Choc-o-lait Original Natural Vanilla | 1023612 | Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes | none | 18644 | none | |
| 3403 | Choc-o-lait Original Hazelnut | 1023612 | Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes | none | 18644 | none | |
| 3398 | Choc-o-lait Original Caramel | 1023612 | Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes | none | 18644 | none | |
| 3448 | Choc-o-lait Original Speculoos | 1023612 | Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes | none | 18644 | none | |
| 3400 | Choc-o-lait Original Coconut | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3402 | Choc-o-lait Original Dark | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3405 | Choc-o-lait Original Mocca | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3417 | Dealer: Choc-o-lait Original DARK chocolate ganache | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3418 | Dealer: Choc-o-lait Original dark chocolate PEPPERMINT ganache | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3421 | Dealer: Choc-o-lait Original NATURAL VANILLA chocolate | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3422 | Dealer: Choc-o-lait Spoon+ MILK chocolate ganache & Amaretto | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3426 | Dealer: Choc-o-lait Tin can MIX chocolate Ganache stick THANKS box | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3427 | Dealer: Choc-o-lait Tin can MIX chocolate Ganache stick WINTER box | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3428 | Dealer: Choc-o-lait Tin can MIX chocolate Ganache stick CHRISTMAS box | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3369 | Dealer: Choc-o-lait Original Milk chocolate COCONUT ganache | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3375 | Dealer: Choc-o-lait Original MILK chocolate ganache | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3382 | Dealer: Choc-o-lait Original Milk chocolate SPECULOOS ganache | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3399 | Choc-o-lait Original Peppermint | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3454 | Dealer: Choc-o-lait Original dark chocolate MOKKA ganache | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3456 | Dealer: Choc-o-lait Spoon+ MILK chocolate ganache & Rum | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3480 | MoMe Gift box / (4sticks + MoMe mug) | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3509 | Spoon+ / (1pcs) | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3444 | MoMe Gift box / (8sticks) | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3449 | Choc-o-lait Christmas box with 9 chocolate sticks | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3450 | MoMe Choc-o-lait Thanks box | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3451 | MoMe Choc-o-lait Winter box | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3453 | Dealer: Choc-o-lait Original Milk chocolate HAZELNUT ganache | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3430 | DEALER Chocolate balls Milk 16 x 144g | 0 | CHOCOLATE-BALLS | -1004968 | none | ||
| 3431 | DEALER Chocolate balls Salted Caramel 16 x 144g | 0 | CHOCOLATE-BALLS | -1004968 | none | ||
| 3510 | Spoon Dark / (60pcs) | 0 | SPOON | -1004968 | none | ||
| 3409 | Chocolate balls Milk | 0 | CHOCOLATE-BALLS | -1004968 | none |