Fold 4 - Understanding why coefficient 592563 was selected
Tag: TUNDRA
Selected Coefficient: 592563
Taxonomy Path: 26.1.3.1
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 592563 | 0.000145 | 26.1.3.1 | 1.3.1.26 (571787 + 3*83^2 + 83 + 26) | Yes | |
| 6317322 | 0.000435 | 26.1.4.11 | 11.4.1.26 (11*83^3 + 4*83^2 + 83 + 26) | No |
These are the training products that have the "TUNDRA" tag (processing sequence 3057). 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 |
|---|---|---|---|---|---|---|---|
| 33377 | Metra 99-8246HG 2014 - 2021 Toyota Tundra Single and Double DIN Dash Kit | 6317322 | none | 5724759 | none | ||
| 33166 | ZZ-2 ITZ-TOY Wireless CarPlay and Android Auto Interface | Toyota | 592563 | none | 0 | RAV4 | ||
| 33236 | Metra 99-8220CHG 2008 - 2022 Toyota Sequoia / 2007 - 2013 Toyota Tundra Single and Double DIN Dash Kit | High Gloss Charcoal | 592563 | none | 0 | none | ||
| 33237 | Metra 99-8220HG 2008 - 2022 Toyota Sequoia / 2007 - 2013 Toyota Tundra Single and Double DIN Dash Kit | High Gloss Black | 592563 | none | 0 | none |