Fold 1 - Understanding why coefficient 731096 was selected
Tag: ETSY
Selected Coefficient: 731096
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
Products with this tag: 4
Unique residual values tried: 2
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 | 0.000003 | 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 |
| 373185 | 0.000008 | 9.2.3.1 | 1.3.2.9 (357911 + 3*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | No |
These are the training products that have the "ETSY" tag (processing sequence 701). 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 |
|---|---|---|---|---|---|---|---|
| 4320 | Handmade Kansas City Fudge Assortment (2lbs) - Pick Your Own Flavors | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 4322 | Handmade Signature Turtles | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 4330 | Handmade Truffles (Box of 24) - Pick Your Own Flavors | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 4323 | Handmade Taste of Kansas City Fudge (1lb) - Pick Your Own Flavors | 373185 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Candy | none | -357911 | none |