Fold 1 - Understanding why coefficient -1004968 was selected
Tag: MOTHER'S DAY
Selected Coefficient: -1004968
Taxonomy Path: -9.2.3.2
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -1004968 | 6.000000 | -9.2.3.2 | -2.3.2.9 (-(2*79^3 + 3*79^2 + 2*79 + 9)) | Yes | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| 1004968 | 6.000000 | 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 |
| -1130038 | 7.000000 | -22.5.23.2 | -2.23.5.22 (-(2*79^3 + 23*79^2 + 5*79 + 22)) | No | |
| -125070 | 7.000000 | -13.3.20 | -20.3.13 (-(20*79^2 + 3*79 + 13)) | No |
These are the training products that have the "MOTHER'S DAY" tag (processing sequence 2101). 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 |
|---|---|---|---|---|---|---|---|
| 3685 | Salted Caramels - 70% Dark Chocolate, made with organic cane sugar and Vancouver Island Sea Salt - 8 pieces | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 2009936 | none | |
| 3524 | Box 6 - The Birds and The Bees | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 2009936 | none | |
| 3603 | Treats - 70% Dark Chocolate Flowers | 0 | DAIRY FREE | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | |
| 3604 | Treats - 34% Milk Chocolate Assorted Flowers | 0 | MILK | 1004968 | 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 | -125070 | AWARD WINNING, MILK | 879898 | none | ||
| 3673 | Tablet - Milk Chocolate, 34% | -1004968 | CHOCOLATE TABLETS, MILK | 0 | none | ||
| 3632 | Tablet - Dark Chocolate, 70% Double tablet | -1004968 | CHOCOLATE TABLETS, DAIRY FREE | 0 | none | ||
| 3642 | Tablet - Milk Chocolate, 34% with Raspberries and Pistachios | -1130038 | AWARD WINNING, CHOCOLATE TABLETS, MILK | -125070 | none |