Fold 3 - Understanding why coefficient 653 was selected
Tag: FEATURED
Selected Coefficient: 653
Taxonomy Path: 14.9
Taxonomy Name: Home & Garden > Household Appliances
Products with this tag: 8
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 76971256 | 5.028169 | 14.3.4.2.3 | 3.2.4.3.14 (3*71^4 + 2*71^3 + 4*71^2 + 3*71 + 14) | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual Artwork | No |
| 653 | 5.028169 | 14.9 | 9.14 (9*71 + 14) | Home & Garden > Household Appliances | Yes |
| 1390904 | 5.028169 | 14.65.62.3 | 3.62.65.14 (3*71^3 + 62*71^2 + 65*71 + 14) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| -2526409 | 7.000000 | -16.12.4.7 | -7.4.12.16 (-(7*71^3 + 4*71^2 + 12*71 + 16)) | No | |
| 75687 | 7.000000 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| -378218 | 7.000000 | -1.2.4.1 | -1.4.2.1 (-(357911 + 4*71^2 + 2*71 + 1)) | No | |
| -725 | 7.000000 | -15.10 | -10.15 (-(10*71 + 15)) | No |
These are the training products that have the "FEATURED" tag (processing sequence 1158). 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 | 76971256 | Home & Garden > Decor > Artwork > Posters, Prints, & Visual Artwork > Visual Artwork | none | 76970603 | none | |
| 3967 | "Hot Like A Lizard In The Sun" | 1390904 | ABSTRACT | 1390251 | none | ||
| 4542 | Friarachi Reversible Midi Skirt African Print | 75687 | Apparel & Accessories > Clothing > Skirts | none | 75034 | SETS | |
| 10187 | Falcon Classic Cranberry 110cm Gas Stove-S11-CLA110NGFCY/CH | 653 | Home & Garden > Household Appliances | none | 0 | none | |
| 4548 | Reversible Friarachi Head Wrap African Print | 0 | REVERSIBLE | -653 | STATEMENT, SV | ||
| 4558 | Reversible Wensi Head Wrap African Print | -725 | REVERSIBLE, WENSI | -1378 | STATEMENT, SV | ||
| 4541 | Friarachi Reversible Crop Top African Print | -378218 | TOP, REVERSIBLE | -378871 | SETS | ||
| 4580 | Wensi Reversible Crop Top African Print | -2526409 | TOP, REVERSIBLE, WENSI | -2527062 | SETS |