Fold 4 - 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: 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? |
|---|---|---|---|---|---|
| 25044 | 6.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| -5423429 | 7.000483 | -0.0.0.11 | -11.0.0.0 (-(11*79^3)) | No | |
| 0 | 7.000483 | 0 | 0 (0) | No | |
| -5903986 | 7.000641 | -0.0.77.11 | -11.77.0.0 (-(11*79^3 + 77*79^2)) | No | |
| -6421989 | 7.000641 | -0.0.2.13 | -13.2.0.0 (-(13*79^3 + 2*79^2)) | No | |
| -5972637 | 7.000641 | -0.0.9.12 | -12.9.0.0 (-(12*79^3 + 9*79^2)) | No | |
| 548815700 | 11.000000 | 14.11.10.7.14 | 14.7.10.11.14 (14*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Bowls | No |
These are the training products that have the "BEST DRESS" tag (processing sequence 795). 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 | 548815700 | Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Bowls | DENIM, ATTIRE | 548790656 | EASY | |
| 907 | Dua | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES | |
| 924 | Fleur | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES | |
| 1085 | Zadie -Spring Ink | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, FLORAL PATTERNS, FLORAL PATTERS, RIXO DRESSES | |
| 937 | Giuliana -Navy | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | ELEGANT DRESSES, RIXO DRESSES | |
| 994 | Kristen -Navy | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | BOHEMIAN STYLE, ELEGANT DRESSES, RIXO DRESSES | |
| 875 | Delfina | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES | |
| 1023 | Moss Stripe Crew | 0 | CASUAL, CLASSIC, ATTIRE | -25044 | COMFORT, EASY | ||
| 893 | Dolan | -5423429 | CASUAL, CLASSIC, ATTIRE | -5448473 | COMFORT, EASY | ||
| 1035 | Paige | -5903986 | CASUAL, CLASSIC, ATTIRE | -5929030 | COMFORT, RAILS | ||
| 933 | Georgette Ruffle | -5972637 | CASUAL, CLASSIC, ATTIRE | -5997681 | COMFORT | ||
| 996 | Lakeside Midi | -6421989 | ROSE | -6447033 | FREE PEOPLEWE THE FREE, TOPSFREE PEOPLE |