Fold 4 - Understanding why coefficient -4025525 was selected
Tag: FEATURED
Selected Coefficient: -4025525
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -4025525 | 7.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 692990 | 8.000000 | 2.3.32.1 | 1.32.3.2 (493039 + 32*79^2 + 3*79 + 2) | No | |
| 725 | 8.012658 | 14.9 | 9.14 (9*79 + 14) | Home & Garden > Household Appliances | No |
| 117861536 | 8.012658 | 14.3.4.2.3 | 3.2.4.3.14 (3*79^4 + 2*79^3 + 4*79^2 + 3*79 + 14) | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual Artwork | No |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| 3039447 | 9.000000 | 1.1.13.6 | 6.13.1.1 (6*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
| -106240393 | 9.000000 | -8.77.37.57.2 | -2.57.37.77.8 (-(2*79^4 + 57*79^3 + 37*79^2 + 77*79 + 8)) | No |
These are the training products that have the "FEATURED" tag (processing sequence 1359). 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 |
|---|---|---|---|---|---|---|---|
| 5102 | Custom listing for Carrie - Rainbow Diamond Wood Artwork | 117861536 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual Artwork | none | 121887061 | none | |
| 11855 | THE SPRING POLO | 3039447 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | 7064972 | none | |
| 4581 | Wensi Reversible Midi Skirt African Print | 692990 | C1 | 4718515 | none | ||
| 4542 | Friarachi Reversible Midi Skirt African Print | 692990 | C1 | 4718515 | none | ||
| 10187 | Falcon Classic Cranberry 110cm Gas Stove-S11-CLA110NGFCY/CH | 725 | Home & Garden > Household Appliances | none | 4026250 | none | |
| 4547 | Reversible Black Panther King/Queen Head Wrap African Print | 0 | STATEMENT, ACCESSORIES, C1 | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 4553 | Reversible Milochi Head Wrap African Print | -4025525 | STATEMENT, ACCESSORIES, APPAREL, C1 | 0 | none | ||
| 4548 | Reversible Friarachi Head Wrap African Print | -4025525 | STATEMENT, ACCESSORIES, APPAREL, C1 | 0 | none | ||
| 4549 | Reversible Geryia Head Wrap African Print | -4025525 | STATEMENT, ACCESSORIES, APPAREL, C1 | 0 | none | ||
| 3967 | "Hot Like A Lizard In The Sun" | -106240393 | ABSTRACT | -102214868 | none |