Fold 4 - 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: 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? |
|---|---|---|---|---|---|
| -1004968 | 4.000000 | -9.2.3.2 | -2.3.2.9 (-(2*79^3 + 3*79^2 + 2*79 + 9)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -125070 | 5.000000 | -13.3.20 | -20.3.13 (-(20*79^2 + 3*79 + 13)) | No | |
| 2009936 | 5.000000 | 18.4.6.4 | 4.6.4.18 (4*79^3 + 6*79^2 + 4*79 + 18) | No |
These are the training products that have the "MOTHER'S DAY" tag (processing sequence 2095). 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 | 2009936 | GIFT BOX COLLECTION | 3014904 | none | ||
| 3604 | Treats - 34% Milk Chocolate Assorted Flowers | 0 | MILK | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | |
| 3625 | Treats - 70 % Dark Chocolate Hearts | 0 | DARK | 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 | ||
| 3632 | Tablet - Dark Chocolate, 70% Double tablet | -1004968 | CHOCOLATE TABLETS, DARK | 0 | none | ||
| 3673 | Tablet - Milk Chocolate, 34% | -1004968 | CHOCOLATE TABLETS, MILK | 0 | none |