Fold 0 - Understanding why coefficient -550382271 was selected
Tag: ATTIRE
Selected Coefficient: -550382271
Taxonomy Path: -15.12.24.10.14
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -550382271 | 2.000162 | -15.12.24.10.14 | -14.10.24.12.15 (-(14*79^4 + 10*79^3 + 24*79^2 + 12*79 + 15)) | Yes | |
| -555805700 | 2.000166 | -15.12.24.21.14 | -14.21.24.12.15 (-(14*79^4 + 21*79^3 + 24*79^2 + 12*79 + 15)) | No | |
| -556286257 | 2.000641 | -15.12.22.22.14 | -14.22.22.12.15 (-(14*79^4 + 22*79^3 + 22*79^2 + 12*79 + 15)) | No | |
| -562377633 | 6.000000 | -17.14.50.34.14 | -14.34.50.14.17 (-(14*79^4 + 34*79^3 + 50*79^2 + 14*79 + 17)) | No | |
| -556922998 | 6.000000 | -16.14.45.23.14 | -14.23.45.14.16 (-(14*79^4 + 23*79^3 + 45*79^2 + 14*79 + 16)) | No |
These are the training products that have the "ATTIRE" tag (processing sequence 501). 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 |
|---|---|---|---|---|---|---|---|
| 920 | Felize | -550382271 | CASUAL, CLASSIC, FASHION | 0 | COMFY, EASY, FLATTERING, LONG SLEEVE, STYLE, SWEATERS | ||
| 824 | Astoria | -550382271 | CASUAL, CLASSIC, FASHION | 0 | BEST SELLER, COMFY, EASY, FLATTERING, LONG SLEEVE | ||
| 1023 | Moss Stripe Crew | -550382271 | CASUAL, CLASSIC, FASHION | 0 | BEST DRESS, COMFY, EASY, FIGURE FLATTERING, FUN SUMMER COLORS, SWEATERS | ||
| 893 | Dolan | -555805700 | CASUAL, CLASSIC, FASHION | -5423429 | BEST DRESS, EASY, FIGURE FLATTERING, FUN SUMMER COLORS, STYLE | ||
| 1035 | Paige | -556286257 | CASUAL, CLASSIC, FASHION | -5903986 | BEST DRESS, BEST SELLER, DATE NIGHT, FIGURE FLATTERING, RAILS, STYLE | ||
| 1069 | Taylor | -556922998 | CASUAL, CLASSIC, FASHION, ACCESSORIES | -6540727 | BEST SELLER, FLATTERING, STYLE | ||
| 957 | Good Legs Crop Mini Boot | -562377633 | JEANS, CASUAL, DENIM, CLASSIC, FASHION | -11995362 | FLATTERING, GOOD AMERICAN, KARDASHIAN, STYLE |