Fold 2 - Understanding why coefficient 18644 was selected
Tag: CHOCOEVE
Selected Coefficient: 18644
Taxonomy Path: 0.78.2
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 18644 | 3.012658 | 0.78.2 | 2.78.0 (2*79^2 + 78*79) | Yes | |
| 0 | 3.025316 | 0 | 0 (0) | No | |
| 1004968 | 4.000000 | 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 | No |
| -986324 | 5.000000 | -9.3.0.2 | -2.0.3.9 (-(2*79^3 + 3*79 + 9)) | No |
These are the training products that have the "CHOCOEVE" tag (processing sequence 2470). 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 |
|---|---|---|---|---|---|---|---|
| 2767 | ChocoEve Matcha 4 Piece Gift Box | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 986324 | none | |
| 2768 | ChocoEve Matcha Green Tea Chocolate Disks | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 986324 | none | |
| 2772 | ChocoEve Hot Chocolate - Milk Chocolate | 18644 | MILK CHOCOLATE | 0 | none | ||
| 2773 | ChocoEve Organic Hot Chocolate - Dark | 18644 | DARK CHOCOLATE | 0 | none | ||
| 2771 | ChocoEve Organic Hot Chocolate - Green Tea Flavored | 0 | DRINK | -18644 | none | ||
| 2770 | ChocoEve Organic Hot Chocolate | -986324 | MILK CHOCOLATE, DARK CHOCOLATE | -1004968 | none |