Fold 0 - Understanding why coefficient -5724759 was selected
Tag: TUNDRA
Selected Coefficient: -5724759
Taxonomy Path: -0.0.1.10
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -5724759 | 1.000290 | -0.0.1.10 | -10.1.0.0 (-(10*83^3 + 6889)) | Yes | |
| 0 | 1.000292 | 0 | 0 (0) | No | |
| 571787 | 1.000292 | 0.0.0.1 | 1.0.0.0 (571787) | No | |
| 98368140 | 4.000000 | 26.1.3.6.2 | 2.6.3.1.26 (2*83^4 + 6*83^3 + 3*83^2 + 83 + 26) | No |
These are the training products that have the "TUNDRA" tag (processing sequence 4020). 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 |
|---|---|---|---|---|---|---|---|
| 33251 | Rostra 250-8657 2007 - 2013 Toyota Tundra / 2016 - 2018 Toyota Tacoma Tail Gate Handle Back Up Camera | 98368140 | none | 104092899 | none | ||
| 33166 | ZZ-2 ITZ-TOY Wireless CarPlay and Android Auto Interface | Toyota | 571787 | RAV4 | 6296546 | none | ||
| 33377 | Metra 99-8246HG 2014 - 2021 Toyota Tundra Single and Double DIN Dash Kit | 0 | MOUNTING SIZE_SINGLE DIN | 5724759 | none | ||
| 33236 | Metra 99-8220CHG 2008 - 2022 Toyota Sequoia / 2007 - 2013 Toyota Tundra Single and Double DIN Dash Kit | High Gloss Charcoal | -5724759 | MOUNTING SIZE_SINGLE DIN | 0 | none | ||
| 33237 | Metra 99-8220HG 2008 - 2022 Toyota Sequoia / 2007 - 2013 Toyota Tundra Single and Double DIN Dash Kit | High Gloss Black | -5724759 | MOUNTING SIZE_SINGLE DIN | 0 | none |