Fold 4 - Understanding why coefficient 1004968 was selected
Tag: ORIGINAL
Selected Coefficient: 1004968
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 19
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? |
|---|---|---|---|---|---|
| 1004968 | 0.037975 | 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 | 0.202532 | 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 |
These are the training products that have the "ORIGINAL" tag (processing sequence 21). 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 |
|---|---|---|---|---|---|---|---|
| 3404 | Choc-o-lait Original Milk | 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 | |
| 3414 | Choc-o-lait Original Natural Vanilla | 1023612 | Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes | none | 18644 | none | |
| 3399 | Choc-o-lait Original Peppermint | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3401 | Choc-o-lait Original Cointreau | 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 | |
| 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 | |
| 3444 | MoMe Gift box / (8sticks) | 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 | |
| 3454 | Dealer: Choc-o-lait Original dark chocolate MOKKA ganache | 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 | |
| 3480 | MoMe Gift box / (4sticks + MoMe mug) | 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 | |
| 3376 | Dealer: Choc-o-lait Original Milk chocolate SALTED CARAMEL ganache | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none |