Fold 3 - 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: 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? |
|---|---|---|---|---|---|
| 25044 | 4.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| -6421989 | 8.000320 | -0.0.2.13 | -13.2.0.0 (-(13*79^3 + 2*79^2)) | No | |
| -5972637 | 8.000320 | -0.0.9.12 | -12.9.0.0 (-(12*79^3 + 9*79^2)) | No | |
| 0 | 8.000320 | 0 | 0 (0) | No | |
| 548840744 | 10.000000 | 15.12.14.7.14 | 14.7.14.12.15 (14*79^4 + 7*79^3 + 14*79^2 + 12*79 + 15) | No |
These are the training products that have the "BEST DRESS" tag (processing sequence 789). 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 | 548840744 | FASHION, ATTIRE | 548815700 | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Bowls | CUTE DRESSES, DATE NIGHT, EASY, FIGURE FLATTERING | |
| 875 | Delfina | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | CUTE DRESSES, ELEGANT DRESSES | |
| 907 | Dua | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | CUTE DRESSES, ELEGANT DRESSES, FLORAL DRESSES | |
| 924 | Fleur | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | CUTE DRESSES, ELEGANT DRESSES, FLORAL DRESSES, MAXI DRESSES, PRIMAVERA | |
| 937 | Giuliana -Navy | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | CUTE DRESSES, ELEGANT DRESSES | |
| 1085 | Zadie -Spring Ink | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | CUTE DRESSES, FLORAL DRESSES, FLORAL PATTERNS | |
| 1051 | Rosheen -Red | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | CUTE DRESSES, ELEGANT DRESSES | |
| 835 | Blakely | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | CUTE DRESSES | |
| 1023 | Moss Stripe Crew | 0 | CASUAL, CLASSIC, FASHION, ATTIRE | -25044 | COMFORT, EASY, FIGURE FLATTERING, FUN SUMMER COLORS | ||
| 933 | Georgette Ruffle | -5972637 | CASUAL, CLASSIC, FASHION, ATTIRE | -5997681 | COMFORT, CUTE DRESSES, DATE NIGHT, FIGURE FLATTERING, FUN SUMMER COLORS, SUMMER OUTFIT | ||
| 996 | Lakeside Midi | -6421989 | ROSE | -6447033 | CUTE DRESSES, FREE PEOPLEWE THE FREE, TOPSFREE PEOPLE |