Fold 3 - 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: 12
Unique residual values tried: 7
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 | 6.000003 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 3957257 | 6.000014 | 1.1.4.11 | 11.4.1.1 (11*71^3 + 4*71^2 + 71 + 1) | No | |
| 0 | 6.000598 | 0 | 0 (0) | No | |
| 3937021 | 6.000601 | 0.0.0.11 | 11.0.0.0 (11*71^3) | No | |
| -4662925 | 6.000992 | -0.0.2.13 | -13.2.0.0 (-(13*71^3 + 2*71^2)) | No | |
| -347829 | 6.000992 | -0.0.69 | -69.0.0 (-(69*71^2)) | No | |
| -403280 | 6.000992 | -0.0.9.1 | -1.9.0.0 (-(357911 + 9*71^2)) | No |
These are the training products that have the "BEST DRESS" tag (processing sequence 489). 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 |
|---|---|---|---|---|---|---|---|
| 1013 | Modern Knit Mini Dress | 3957257 | ATTIRE | 3937021 | EASY, FIGURE FLATTERING, WOMENS | ||
| 1023 | Moss Stripe Crew | 3937021 | CASUAL, ATTIRE | 3916785 | CLASSIC, COMFORT, EASY, FIGURE FLATTERING, TOPS, WOMENS | ||
| 907 | Dua | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES | |
| 924 | Fleur | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES, LIGHT WIEHT DRESSES, MAXI DRESSES | |
| 835 | Blakely | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | FRAILS | |
| 875 | Delfina | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES, LIGHT WIEHT DRESSES, SLIP DRESS | |
| 1085 | Zadie -Spring Ink | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, FLORAL PATTERNS, FLORAL PATTERS, LIGHT WIEHT DRESSES | |
| 893 | Dolan | 0 | CASUAL, ATTIRE | -20236 | CLASSIC, COMFORT, EASY, FIGURE FLATTERING, TOPS, WOMENS | ||
| 994 | Kristen -Navy | 0 | NAVY | -20236 | BOHEMIAN STYLE, ELEGANT DRESSES, MAXI DRESSES | ||
| 1035 | Paige | -347829 | CASUAL, ATTIRE | -368065 | BEST SELLER, CLASSIC, COMFORT, FIGURE FLATTERING, RAILS, WOMENS | ||
| 933 | Georgette Ruffle | -403280 | CASUAL, ATTIRE | -423516 | BEST SELLER, CLASSIC, COMFORT, FIGURE FLATTERING, WOMENS | ||
| 996 | Lakeside Midi | -4662925 | ROSE | -4683161 | FREE PEOPLE DRESSES, FREE PEOPLEWE THE FREE |