Fold 3 - Understanding why coefficient -1552700 was selected
Tag: COMFORT
Selected Coefficient: -1552700
Taxonomy Path: -1.1.24.4
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| -1552700 | 6.028367 | -1.1.24.4 | -4.24.1.1 (-(4*71^3 + 24*71^2 + 71 + 1)) | Yes | |
| -105933 | 6.028367 | -1.1.21 | -21.1.1 (-(21*71^2 + 71 + 1)) | No | |
| -1154390 | 6.028367 | -1.0.16.3 | -3.16.0.1 (-(3*71^3 + 16*71^2 + 1)) | No | |
| -1098939 | 6.028367 | -1.0.5.3 | -3.5.0.1 (-(3*71^3 + 5*71^2 + 1)) | No | |
| -3952073 | 7.014087 | -0.70.2.11 | -11.2.70.0 (-(11*71^3 + 2*71^2 + 70*71)) | No | |
| -730874 | 7.014087 | -0.70.2.2 | -2.2.70.0 (-(2*71^3 + 2*71^2 + 70*71)) | No | |
| 50415041 | 7.028169 | 0.0.61.69.1 | 1.69.61.0.0 (25411681 + 69*71^3 + 61*71^2) | No | |
| -1194861 | 8.000003 | -2.2.24.3 | -3.24.2.2 (-(3*71^3 + 24*71^2 + 2*71 + 2)) | No | |
| 2742160 | 8.000003 | 69.68.46.7 | 7.46.68.69 (7*71^3 + 46*71^2 + 68*71 + 69) | No | |
| 50979 | 9.000000 | 1.8.10 | 10.8.1 (10*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Heels | No |
These are the training products that have the "COMFORT" tag (processing sequence 607). 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 |
|---|---|---|---|---|---|---|---|
| 901 | Dreamy | 50415041 | ACCESSORIES, BEST SELLER, CLASSIC | 51967741 | FIGURE FLATTERING, TOPS, WOMENS | ||
| 1023 | Moss Stripe Crew | 2742160 | CASUAL, ATTIRE, BEST DRESS, CLASSIC | 4294860 | EASY, FIGURE FLATTERING, TOPS, WOMENS | ||
| 918 | Facts | 50979 | Apparel & Accessories > Shoes > Heels | none | 1603679 | EASY | |
| 957 | Good Legs Crop Mini Boot | -105933 | CASUAL, ATTIRE, CLASSIC | 1446767 | GOOD AMERICAN, KARDASHIAN, WOMENS | ||
| 857 | Clarkson | -730874 | CASUAL, BEST SELLER, CLASSIC | 821826 | EASY, TOPS, WOMENS | ||
| 1035 | Paige | -1098939 | CASUAL, ATTIRE, BEST DRESS, BEST SELLER, CLASSIC | 453761 | FIGURE FLATTERING, RAILS, WOMENS | ||
| 933 | Georgette Ruffle | -1154390 | CASUAL, ATTIRE, BEST DRESS, BEST SELLER, CLASSIC | 398310 | FIGURE FLATTERING, WOMENS | ||
| 893 | Dolan | -1194861 | CASUAL, ATTIRE, BEST DRESS, CLASSIC | 357839 | EASY, FIGURE FLATTERING, TOPS, WOMENS | ||
| 1069 | Taylor | -1552700 | CASUAL, ACCESSORIES, ATTIRE, BEST SELLER, CLASSIC | 0 | WOMENS | ||
| 1025 | Naya | -3952073 | CASUAL, BEST SELLER, CLASSIC | -2399373 | EASY, TOPS, WOMENS |