Fold 0 - Understanding why coefficient -5941432 was selected
Tag: FLATTERING
Selected Coefficient: -5941432
Taxonomy Path: -0.0.4.12
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 10946714 | 5.000320 | 0.0.16.22 | 22.16.0.0 (22*79^3 + 16*79^2) | No | |
| -5941432 | 5.000320 | -0.0.4.12 | -12.4.0.0 (-(12*79^3 + 4*79^2)) | Yes | |
| 5423429 | 5.000320 | 0.0.0.11 | 11.0.0.0 (11*79^3) | No | |
| -11995362 | 6.000160 | -2.2.26.24 | -24.26.2.2 (-(24*79^3 + 26*79^2 + 2*79 + 2)) | No | |
| -7564252 | 6.000160 | -2.2.27.15 | -15.27.2.2 (-(15*79^3 + 27*79^2 + 2*79 + 2)) | No | |
| 6022724 | 7.000000 | 1.2.17.12 | 12.17.2.1 (12*79^3 + 17*79^2 + 2*79 + 1) | No | |
| -24159 | 7.000000 | -64.68.3 | -3.68.64 (-(3*79^2 + 68*79 + 64)) | No | |
| 16420231 | 7.000000 | 2.2.24.33 | 33.24.2.2 (33*79^3 + 24*79^2 + 2*79 + 2) | No |
These are the training products that have the "FLATTERING" tag (processing sequence 1400). 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 |
|---|---|---|---|---|---|---|---|
| 828 | Augusta Crinkle | 16420231 | EASY | 22361663 | FUN, ONE SIZE, SWIMSUIT | ||
| 995 | Laila | 10946714 | COMFY | 16888146 | FUN, ITALIAN, ONE SIZE | ||
| 824 | Astoria | 6022724 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST SELLER, COMFY, EASY | 11964156 | LONG SLEEVE | ||
| 920 | Felize | 5423429 | CASUAL, CLASSIC, FASHION, ATTIRE, COMFY, EASY | 11364861 | LONG SLEEVE, STYLE, SWEATERS | ||
| 897 | Doozy | -24159 | FASHION, ADJUSTABLE | 5917273 | SLIP DRESS | ||
| 1069 | Taylor | -5941432 | CASUAL, CLASSIC, FASHION, ACCESSORIES, ATTIRE, BEST SELLER | 0 | STYLE | ||
| 1060 | Simone -Pastel | -7564252 | CASUAL, FASHION, DATE NIGHT | -1622820 | HUMANS OF RIXO | ||
| 957 | Good Legs Crop Mini Boot | -11995362 | JEANS, CASUAL, DENIM, CLASSIC, FASHION, ATTIRE | -6053930 | GOOD AMERICAN, KARDASHIAN, STYLE |