Fold 3 - Understanding why coefficient -5997681 was selected
Tag: COMFORT
Selected Coefficient: -5997681
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 12
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 | 7.000320 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -25044 | 7.000641 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No | |
| 18643 | 7.000641 | 78.77.2 | 2.77.78 (2*79^2 + 77*79 + 78) | No | |
| 0 | 8.000160 | 0 | 0 (0) | No | |
| -5941432 | 8.000481 | -0.0.4.12 | -12.4.0.0 (-(12*79^3 + 4*79^2)) | No | |
| -469892014 | 10.000160 | -14.11.4.5.12 | -12.5.4.11.14 (-(12*79^4 + 5*79^3 + 4*79^2 + 11*79 + 14)) | No | |
| -548815700 | 10.000160 | -14.11.10.7.14 | -14.7.10.11.14 (-(14*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14)) | No | |
| -553278095 | 11.000000 | -15.12.14.16.14 | -14.16.14.12.15 (-(14*79^4 + 16*79^3 + 14*79^2 + 12*79 + 15)) | No |
These are the training products that have the "COMFORT" tag (processing sequence 1076). 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 |
|---|---|---|---|---|---|---|---|
| 918 | Facts | 18643 | SUEDE, FASHION | 6016324 | EASY | ||
| 977 | JH Mountains | 0 | SWEATSHIRT | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | |
| 920 | Felize | 0 | CASUAL, CLASSIC, FASHION, ATTIRE | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | EASY | |
| 824 | Astoria | 0 | CASUAL, CLASSIC, FASHION, ATTIRE | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | EASY, SOFT SWEATERS | |
| 1023 | Moss Stripe Crew | -25044 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS | 5972637 | EASY, FIGURE FLATTERING, FUN SUMMER COLORS | ||
| 1069 | Taylor | -5941432 | CASUAL, CLASSIC, FASHION, ATTIRE | 56249 | Apparel & Accessories > Clothing > One-Pieces | SUMMER COLORS | |
| 14096 | Beads of Saint Ann, Blue Gemstone Chaplet Rosary | -5997681 | BLUE, 51 | 0 | none | ||
| 933 | Georgette Ruffle | -5997681 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS | 0 | CUTE DRESSES, DATE NIGHT, FIGURE FLATTERING, FUN SUMMER COLORS, SUMMER OUTFIT | ||
| 957 | Good Legs Crop Mini Boot | -5997681 | JEANS, CASUAL, CLASSIC, FASHION, ATTIRE | 0 | none | ||
| 901 | Dreamy | -469892014 | CLASSIC, FASHION | -463894333 | FIGURE FLATTERING, FUN SUMMER COLORS, SUMMER OUTFIT | ||
| 857 | Clarkson | -548815700 | CASUAL, CLASSIC | -542818019 | DATE NIGHT, EASY | ||
| 1025 | Naya | -553278095 | CASUAL, CLASSIC, FASHION | -547280414 | EASY |