Fold 1 - Understanding why coefficient 20236 was selected
Tag: BEST DRESS
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 20236 | 4.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| -4340301 | 7.014481 | -0.0.9.12 | -12.9.0.0 (-(12*71^3 + 9*71^2)) | No | |
| -4284850 | 7.014481 | -0.0.69.11 | -11.69.0.0 (-(11*71^3 + 69*71^2)) | No | |
| 0 | 7.014481 | 0 | 0 (0) | No | |
| -2510702 | 7.042254 | -0.4.1.7 | -7.1.4.0 (-(7*71^3 + 5041 + 4*71)) | No |
These are the training products that have the "BEST DRESS" tag (processing sequence 482). 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 |
|---|---|---|---|---|---|---|---|
| 1085 | Zadie -Spring Ink | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, FEMININE DRESS, FLORAL PATTERNS, FLORAL PATTERS, FLORAL PRINT, LIGHT WIEHT DRESSES, RIXO DRESSES | |
| 875 | Delfina | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES, FEMININE DRESS, LIGHT WIEHT DRESSES, PARTY DRESS, SLIP DRESS | |
| 907 | Dua | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES, PARTY DRESS | |
| 924 | Fleur | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES, FEMININE DRESS, LIGHT WIEHT DRESSES | |
| 937 | Giuliana -Navy | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | ELEGANT DRESSES, RIXO DRESSES | |
| 1051 | Rosheen -Red | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, ELEGANT DRESSES, FEMININE DRESS, HUMANS OF RIXO, RIXO DRESSES | |
| 835 | Blakely | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | FRAILS | |
| 1023 | Moss Stripe Crew | 0 | CASUAL | -20236 | EASY, FIGURE FLATTERING, SOFT, SWEATERS | ||
| 994 | Kristen -Navy | -2510702 | NAVY | -2530938 | BOHEMIAN STYLE, ELEGANT DRESSES, FEMININE DRESS, RIXO DRESSES | ||
| 1035 | Paige | -4284850 | CASUAL | -4305086 | BEST SELLER, DATE NIGHT, FIGURE FLATTERING, RAILS, SOFT, SUMMER COLORS | ||
| 933 | Georgette Ruffle | -4340301 | CASUAL | -4360537 | BEST SELLER, DATE NIGHT, FIGURE FLATTERING |