Fold 4 - Understanding why coefficient 20584 was selected
Tag: CHOCOEVE
Selected Coefficient: 20584
Taxonomy Path: 0.82.2
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 20584 | 4.012048 | 0.82.2 | 2.82.0 (2*83^2 + 82*83) | Yes | |
| 1164416 | 4.012048 | 9.2.3.2 | 2.3.2.9 (2*83^3 + 3*83^2 + 2*83 + 9) | No | |
| -1074684 | 4.024096 | -0.0.73.1 | -1.73.0.0 (-(571787 + 73*83^2)) | No | |
| 1185000 | 4.024096 | 9.1.6.2 | 2.6.1.9 (2*83^3 + 6*83^2 + 83 + 9) | Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes | No |
| -2273545 | 6.000000 | -9.2.81.3 | -3.81.2.9 (-(3*83^3 + 81*83^2 + 2*83 + 9)) | No |
These are the training products that have the "CHOCOEVE" tag (processing sequence 5366). 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 |
|---|---|---|---|---|---|---|---|
| 2771 | ChocoEve Organic Hot Chocolate - Green Tea Flavored | 1185000 | Food, Beverages & Tobacco > Beverages > Hot Chocolate > Hot Chocolate Mixes | none | 1164416 | TREAT | |
| 2776 | Dark Chocolate Bars with Cocoa Nibs | 1164416 | none | 1143832 | none | ||
| 2767 | ChocoEve Matcha 4 Piece Gift Box | 1164416 | none | 1143832 | none | ||
| 2772 | ChocoEve Hot Chocolate - Milk Chocolate | 20584 | MILK CHOCOLATE | 0 | none | ||
| 2773 | ChocoEve Organic Hot Chocolate - Dark | 20584 | DARK CHOCOLATE | 0 | none | ||
| 2777 | Pili Nut Clusters | -1074684 | DARK CHOCOLATE | -1095268 | none | ||
| 2763 | ChocoEve 8 Piece Gift Box | -2273545 | MILK CHOCOLATE, DARK CHOCOLATE | -2294129 | none |