Fold 3 - Understanding why coefficient 5997681 was selected
Tag: EASY
Selected Coefficient: 5997681
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 5997681 | 6.000160 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 10971758 | 6.000320 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| 5972637 | 7.000160 | 0.0.9.12 | 12.9.0.0 (12*79^3 + 9*79^2) | No | |
| 6016324 | 7.000160 | 0.0.16.12 | 12.16.0.0 (12*79^3 + 16*79^2) | No | |
| 554788337 | 8.000000 | 14.11.19.19.14 | 14.19.19.11.14 (14*79^4 + 19*79^3 + 19*79^2 + 11*79 + 14) | No | |
| -536820338 | 8.000000 | -12.9.63.61.13 | -13.61.63.9.12 (-(13*79^4 + 61*79^3 + 63*79^2 + 9*79 + 12)) | No | |
| -25044 | 8.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No | |
| -547280414 | 8.000000 | -14.11.1.4.14 | -14.4.1.11.14 (-(14*79^4 + 4*79^3 + 6241 + 11*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 |
|---|---|---|---|---|---|---|---|
| 1013 | Modern Knit Mini Dress | 554788337 | FASHION, ATTIRE, BEST DRESS, CUTE DRESSES, DATE NIGHT | 548790656 | FIGURE FLATTERING | ||
| 828 | Augusta Crinkle | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 4974077 | FUN, ONE SIZE, SWIMSUIT | |
| 918 | Facts | 6016324 | SUEDE, FASHION, COMFORT | 18643 | none | ||
| 824 | Astoria | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | CASUAL, CLASSIC, FASHION, ATTIRE, COMFORT | 0 | SOFT SWEATERS | |
| 920 | Felize | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | CASUAL, CLASSIC, FASHION, ATTIRE, COMFORT | 0 | none | |
| 1023 | Moss Stripe Crew | 5972637 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS, COMFORT | -25044 | FIGURE FLATTERING, FUN SUMMER COLORS | ||
| 1068 | Syd | -25044 | BROWN, CUTE DRESSES | -6022725 | ELEGANT DRESSES | ||
| 857 | Clarkson | -536820338 | CASUAL, CLASSIC, COMFORT, DATE NIGHT | -542818019 | none | ||
| 1025 | Naya | -547280414 | CASUAL, CLASSIC, FASHION, COMFORT | -553278095 | none |