Fold 3 - Understanding why coefficient -3937021 was selected
Tag: ATTIRE
Selected Coefficient: -3937021
Taxonomy Path: -0.0.0.11
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -3937021 | 2.000598 | -0.0.0.11 | -11.0.0.0 (-(11*71^3)) | Yes | |
| 0 | 2.000598 | 0 | 0 (0) | No | |
| -4284850 | 2.000793 | -0.0.69.11 | -11.69.0.0 (-(11*71^3 + 69*71^2)) | No | |
| -2868329 | 2.000793 | -0.0.1.8 | -8.1.0.0 (-(8*71^3 + 5041)) | No | |
| -4340301 | 2.000793 | -0.0.9.12 | -12.9.0.0 (-(12*71^3 + 9*71^2)) | No | |
| -4758847 | 6.000000 | -1.2.21.13 | -13.21.2.1 (-(13*71^3 + 21*71^2 + 2*71 + 1)) | No | |
| 20236 | 6.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "ATTIRE" tag (processing sequence 248). 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 | 20236 | Apparel & Accessories > Clothing > Dresses | none | 3957257 | BEST DRESS, EASY, FIGURE FLATTERING, WOMENS | |
| 1023 | Moss Stripe Crew | 0 | CASUAL | 3937021 | BEST DRESS, CLASSIC, COMFORT, EASY, FIGURE FLATTERING, TOPS, WOMENS | ||
| 957 | Good Legs Crop Mini Boot | -2868329 | CASUAL | 1068692 | CLASSIC, COMFORT, GOOD AMERICAN, KARDASHIAN, WOMENS | ||
| 893 | Dolan | -3937021 | CASUAL | 0 | BEST DRESS, CLASSIC, COMFORT, EASY, FIGURE FLATTERING, TOPS, WOMENS | ||
| 1035 | Paige | -4284850 | CASUAL | -347829 | BEST DRESS, BEST SELLER, CLASSIC, COMFORT, FIGURE FLATTERING, RAILS, WOMENS | ||
| 933 | Georgette Ruffle | -4340301 | CASUAL | -403280 | BEST DRESS, BEST SELLER, CLASSIC, COMFORT, FIGURE FLATTERING, WOMENS | ||
| 1069 | Taylor | -4758847 | CASUAL, ACCESSORIES | -821826 | BEST SELLER, CLASSIC, COMFORT, WOMENS |