Fold 4 - Understanding why coefficient 54898616 was selected
Tag: TARTS
Selected Coefficient: 54898616
Taxonomy Path: 9.2.1.13.1
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Tarts
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 54898616 | 1.000000 | 9.2.1.13.1 | 1.13.1.2.9 (47458321 + 13*83^3 + 6889 + 2*83 + 9) | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Tarts | Yes |
| 102356937 | 1.000000 | 9.2.1.13.2 | 2.13.1.2.9 (2*83^4 + 13*83^3 + 6889 + 2*83 + 9) | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Pies | No |
| -4009222 | 8.000000 | -73.80.0.7 | -7.0.80.73 (-(7*83^3 + 80*83 + 73)) | No |
These are the training products that have the "TARTS" tag (processing sequence 2803). 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 |
|---|---|---|---|---|---|---|---|
| 21548 | Apple Crumble | 102356937 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Pies | none | 47458321 | none | |
| 21549 | Individual Apple Normandie Tart | 54898616 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Tarts | none | 0 | none | |
| 21551 | Assorted Tarts Gift Box - 6 Pack | 54898616 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Tarts | none | 0 | none | |
| 21553 | Banoffee Tart | 54898616 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Tarts | none | 0 | none | |
| 21586 | Citron Tart | 54898616 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Tarts | none | 0 | none | |
| 21612 | Mixed Berry Tart | 54898616 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Tarts | none | 0 | none | |
| 21694 | Individual Pecan Tart | 54898616 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Tarts | none | 0 | none | |
| 21696 | Portuguese Custard Tart | 54898616 | Food, Beverages & Tobacco > Food Items > Bakery > Pies & Tarts > Tarts | none | 0 | none | |
| 21546 | 4 Tier High Tea Disposable Stand | -4009222 | CUPCAKES | -58907838 | none |