Fold 4 - Understanding why coefficient 731096 was selected
Tag: SINTERKLAAS
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: 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 | 1.000000 | 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 | 8.000000 | 0 | 0 (0) | No |
These are the training products that have the "SINTERKLAAS" tag (processing sequence 116). 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 |
|---|---|---|---|---|---|---|---|
| 3374 | Luxe Chocoladeletter Wit 225 gram met decoratie | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3239 | 3 handgemaakte chocoladerepen in Sinterklaasdoosje (Brievenbus) | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | CHOCOLADEREPEN | |
| 3361 | Luxe Chocoladeletter 200 gram Puur zonder decoratie | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3362 | Luxe Chocoladeletter Melk 225 gram met decoratie | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3366 | Luxe Chocoladeletter met logo 225 gram Melk chocolade | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3367 | Luxe Chocoladeletter met logo 225 gram Pure chocolade | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3368 | Luxe Chocoladeletter met logo 225 gram witte chocolade | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3373 | Luxe chocoladeletter Salted Caramel S per stuk | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3314 | Chocolade Sintjes 16 stuks Brievenbuspost | 0 | BRIEVENBUS | -731096 | none |