Fold 0 - Understanding why coefficient -1479117 was selected
Tag: STYLE
Selected Coefficient: -1479117
Taxonomy Path: -0.0.0.3
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| -1479117 | 4.012823 | -0.0.0.3 | -3.0.0.0 (-(3*79^3)) | Yes | |
| 0 | 4.012823 | 0 | 0 (0) | No | |
| 493039 | 4.012823 | 0.0.0.1 | 1.0.0.0 (493039) | No | |
| 3925589 | 4.013139 | 0.0.76.7 | 7.76.0.0 (7*79^3 + 76*79^2) | No | |
| 4780527 | 4.050633 | 0.78.54.9 | 9.54.78.0 (9*79^3 + 54*79^2 + 78*79) | No | |
| 7339336 | 7.000160 | 78.77.69.14 | 14.69.77.78 (14*79^3 + 69*79^2 + 77*79 + 78) | No | |
| -574252 | 7.000160 | -1.1.13.1 | -1.13.1.1 (-(493039 + 13*79^2 + 79 + 1)) | No | |
| 804929 | 8.000000 | 77.76.49.1 | 1.49.76.77 (493039 + 49*79^2 + 76*79 + 77) | No | |
| -546818501 | 8.000000 | -14.10.6.3.14 | -14.3.6.10.14 (-(14*79^4 + 3*79^3 + 6*79^2 + 10*79 + 14)) | No |
These are the training products that have the "STYLE" tag (processing sequence 2815). 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 |
|---|---|---|---|---|---|---|---|
| 920 | Felize | 7339336 | CASUAL, CLASSIC, FASHION, ATTIRE, COMFY, EASY, FLATTERING, LONG SLEEVE | 8818453 | SWEATERS | ||
| 893 | Dolan | 4780527 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS, EASY, FIGURE FLATTERING, FUN SUMMER COLORS | 6259644 | none | ||
| 918 | Facts | 3925589 | SUEDE, FASHION, EASY | 5404706 | PLATFORM | ||
| 957 | Good Legs Crop Mini Boot | 804929 | JEANS, CASUAL, DENIM, CLASSIC, FASHION, ATTIRE, FLATTERING, GOOD AMERICAN, KARDASHIAN | 2284046 | none | ||
| 977 | JH Mountains | 493039 | SWEATSHIRT | 1972156 | none | ||
| 1069 | Taylor | 0 | CASUAL, CLASSIC, FASHION, ACCESSORIES, ATTIRE, BEST SELLER, FLATTERING | 1479117 | none | ||
| 1035 | Paige | -574252 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS, BEST SELLER, DATE NIGHT, FIGURE FLATTERING, RAILS | 904865 | none | ||
| 872 | Days Gone By Tiered Shorts | -1479117 | FASHION | 0 | none | ||
| 857 | Clarkson | -546818501 | CASUAL, CLASSIC, BEST SELLER, DATE NIGHT, EASY, LONG SLEEVE | -545339384 | SWEATERS |