Fold 1 - Understanding why coefficient 731096 was selected
Tag: DAIRY FREE
Selected Coefficient: 731096
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 731096 | 4.000000 | 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 | 5.000000 | 0 | 0 (0) | No | |
| -731096 | 7.000000 | -9.2.3.2 | -2.3.2.9 (-(2*71^3 + 3*71^2 + 2*71 + 9)) | No |
These are the training products that have the "DAIRY FREE" tag (processing sequence 639). 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 |
|---|---|---|---|---|---|---|---|
| 3593 | Treats - Dark Chocolate Covered Coffee Beans | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3601 | Treats - 70% Dark Chocolate Assorted Fish | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3603 | Treats - 70% Dark Chocolate Flowers | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | MOTHER'S DAY | |
| 3675 | Sugar Free Bar - 54% cocoa | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 3630 | Tablet - Dark Chocolate, 70% with candied Lemon pieces and Black Pepper | 0 | CHOCOLATE TABLETS | -731096 | none | ||
| 3632 | Tablet - Dark Chocolate, 70% Double tablet | 0 | CHOCOLATE TABLETS | -731096 | MOTHER'S DAY | ||
| 3625 | Treats - 70 % Dark Chocolate Hearts | 0 | BEST SELLERS | -731096 | MOTHER'S DAY | ||
| 3640 | Nuts - Fabbo Bar Dark Chocolate Hazelnut Bar | -731096 | BEST SELLERS, CHOCOLATE TABLETS | -1462192 | none |