Fold 0 - Understanding why coefficient 25044 was selected
Tag: BEST DRESS
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 9
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 25044 | 4.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| -5423429 | 5.000322 | -0.0.0.11 | -11.0.0.0 (-(11*79^3)) | No | |
| 0 | 5.000322 | 0 | 0 (0) | No | |
| -5972637 | 5.000481 | -0.0.9.12 | -12.9.0.0 (-(12*79^3 + 9*79^2)) | No | |
| -5903986 | 5.000481 | -0.0.77.11 | -11.77.0.0 (-(11*79^3 + 77*79^2)) | No |
These are the training products that have the "BEST DRESS" tag (processing sequence 788). 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 |
|---|---|---|---|---|---|---|---|
| 835 | Blakely | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | FRAILS | |
| 907 | Dua | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | CAMI NYC, COLORFUL DRESSES, EXPENSIVE DRESSES, PARTY DRESS | |
| 937 | Giuliana -Navy | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | EXPENSIVE DRESSES, RIXO DRESSES | |
| 1051 | Rosheen -Red | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, EXPENSIVE DRESSES, FEMININE DRESS, HUMANS OF RIXO, RIXO DRESSES | |
| 1085 | Zadie -Spring Ink | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, EXPENSIVE DRESSES, FEMININE DRESS, FLORAL PATTERNS, RIXO DRESSES | |
| 1023 | Moss Stripe Crew | 0 | CASUAL, CLASSIC, FASHION, ATTIRE | -25044 | COMFY, EASY, FIGURE FLATTERING, FUN SUMMER COLORS, SWEATERS | ||
| 893 | Dolan | -5423429 | CASUAL, CLASSIC, FASHION, ATTIRE | -5448473 | EASY, FIGURE FLATTERING, FUN SUMMER COLORS, STYLE | ||
| 1035 | Paige | -5903986 | CASUAL, CLASSIC, FASHION, ATTIRE | -5929030 | BEST SELLER, DATE NIGHT, FIGURE FLATTERING, RAILS, STYLE | ||
| 994 | Kristen -Navy | -5972637 | NAVY | -5997681 | BOHEMIAN STYLE, FEMININE DRESS, MAXI DRESSES, RIXO DRESSES |