Fold 0 - Understanding why coefficient -5448473 was selected
Tag: EASY
Selected Coefficient: -5448473
Taxonomy Path: -1.1.4.11
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -5448473 | 5.000162 | -1.1.4.11 | -11.4.1.1 (-(11*79^3 + 4*79^2 + 79 + 1)) | Yes | |
| -25044 | 5.000162 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No | |
| -1522884 | 5.000320 | -1.1.7.3 | -3.7.1.1 (-(3*79^3 + 7*79^2 + 79 + 1)) | No | |
| 0 | 6.012658 | 0 | 0 (0) | No | |
| 574251 | 6.012658 | 0.1.13.1 | 1.13.1.0 (493039 + 13*79^2 + 79) | No | |
| 10971758 | 7.000000 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| -50088 | 7.000000 | -2.2.8 | -8.2.2 (-(8*79^2 + 2*79 + 2)) | No | |
| -548241449 | 7.000000 | -14.10.76.5.14 | -14.5.76.10.14 (-(14*79^4 + 5*79^3 + 76*79^2 + 10*79 + 14)) | No |
These are the training products that have the "EASY" tag (processing sequence 1265). 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 |
|---|---|---|---|---|---|---|---|
| 828 | Augusta Crinkle | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 16420231 | FLATTERING, FUN, ONE SIZE, SWIMSUIT | |
| 824 | Astoria | 574251 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST SELLER, COMFY | 6022724 | FLATTERING, LONG SLEEVE | ||
| 1068 | Syd | 0 | COMFY | 5448473 | FRAILS | ||
| 920 | Felize | -25044 | CASUAL, CLASSIC, FASHION, ATTIRE, COMFY | 5423429 | FLATTERING, LONG SLEEVE, STYLE, SWEATERS | ||
| 1023 | Moss Stripe Crew | -50088 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS, COMFY | 5398385 | FIGURE FLATTERING, FUN SUMMER COLORS, SWEATERS | ||
| 918 | Facts | -1522884 | SUEDE, FASHION | 3925589 | STYLE, PLATFORM | ||
| 893 | Dolan | -5448473 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS | 0 | FIGURE FLATTERING, FUN SUMMER COLORS, STYLE | ||
| 857 | Clarkson | -548241449 | CASUAL, CLASSIC, BEST SELLER, DATE NIGHT | -542792976 | LONG SLEEVE, STYLE, SWEATERS |