Fold 1 - Understanding why coefficient -731096 was selected
Tag: MOTHER'S DAY
Selected Coefficient: -731096
Taxonomy Path: -9.2.3.2
Taxonomy Name:
Products with this tag: 7
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)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 731096 | 6.000000 | 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 | No |
These are the training products that have the "MOTHER'S DAY" tag (processing sequence 1710). 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 |
|---|---|---|---|---|---|---|---|
| 3524 | Box 6 - The Birds and The Bees | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 1462192 | none | |
| 3603 | Treats - 70% Dark Chocolate Flowers | 0 | DARK | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | |
| 3685 | Salted Caramels - 70% Dark Chocolate, made with organic cane sugar and Vancouver Island Sea Salt - 8 pieces | 0 | DARK | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | |
| 3686 | Salted Caramels - 34% Milk Chocolate, made with organic cane sugar and Vancouver Island Sea Salt - 8 pieces | 0 | MILK | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | |
| 3642 | Tablet - Milk Chocolate, 34% with Raspberries and Pistachios | -731096 | CHOCOLATE TABLETS, MILK | 0 | none | ||
| 3632 | Tablet - Dark Chocolate, 70% Double tablet | -731096 | CHOCOLATE TABLETS, DARK | 0 | none | ||
| 3673 | Tablet - Milk Chocolate, 34% | -731096 | CHOCOLATE TABLETS, MILK | 0 | none |