Fold 0 - Understanding why coefficient 25044 was selected
Tag: DATE NIGHT
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 6
Unique residual values tried: 6
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 | 4.000160 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 56249 | 4.000160 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| -5329735 | 4.012658 | -0.78.63.10 | -10.63.78.0 (-(10*79^3 + 63*79^2 + 78*79)) | No | |
| 0 | 4.012658 | 0 | 0 (0) | No | |
| -548216405 | 5.000000 | -13.9.72.5.14 | -14.5.72.9.13 (-(14*79^4 + 5*79^3 + 72*79^2 + 9*79 + 13)) | No | |
| -7539208 | 5.000000 | -1.1.23.15 | -15.23.1.1 (-(15*79^3 + 23*79^2 + 79 + 1)) | No |
These are the training products that have the "DATE NIGHT" tag (processing sequence 1176). 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 |
|---|---|---|---|---|---|---|---|
| 14416 | FLORAL BREEZE JUMPSUIT | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | 31205 | none | |
| 14424 | FLORAL SHOWER MAXI DRESS | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | MAXI DRESS | |
| 978 | Jocliea | 0 | CAMI NYC | -25044 | TANK TOPS | ||
| 1035 | Paige | -5329735 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS, BEST SELLER | -5354779 | FIGURE FLATTERING, RAILS, STYLE | ||
| 1060 | Simone -Pastel | -7539208 | CASUAL, FASHION | -7564252 | FLATTERING, HUMANS OF RIXO | ||
| 857 | Clarkson | -548216405 | CASUAL, CLASSIC, BEST SELLER | -548241449 | EASY, LONG SLEEVE, STYLE, SWEATERS |