Fold 0 - Understanding why coefficient 4025525 was selected
Tag: XL
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 4025525 | 5.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 189801292 | 5.012818 | 0.0.76.68.4 | 4.68.76.0.0 (4*79^4 + 68*79^3 + 76*79^2) | No | |
| 616891645 | 5.012818 | 0.0.16.66.15 | 15.66.16.0.0 (15*79^4 + 66*79^3 + 16*79^2) | No | |
| -338120 | 5.025316 | -0.14.54 | -54.14.0 (-(54*79^2 + 14*79)) | No | |
| -3532486 | 6.000002 | -1.1.13.7 | -7.13.1.1 (-(7*79^3 + 13*79^2 + 79 + 1)) | No | |
| -2053369 | 6.000002 | -1.1.13.4 | -4.13.1.1 (-(4*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "XL" tag (processing sequence 3142). 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 |
|---|---|---|---|---|---|---|---|
| 1471 | Bass Coast x Gazzy Cropped Windbreaker | 616891645 | GAZZY BY GAZZO, JACKETS | 612866120 | none | ||
| 8061 | High End Blue Gray Sheared Beaver Fur Coat Full Length 49" M/L | 189801292 | CREAM | 185775767 | none | ||
| 14195 | Guinness Tucan Shirt | XL | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 14264 | Eeyore Shirt | XL | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 14266 | Chukchansi Shirt | XL | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 8588 | Red Krasner Pyjamas - Made with Liberty Fabric | -338120 | COLOUR_RED, FABRIC_COTTON | -4363645 | none | ||
| 14362 | Kickstarter Plaid Flares | -2053369 | XS, BOTTOMS | -6078894 | PLAID | ||
| 8000 | Mens Python Shirt Snakeskin Embossed Nappa Sheepskin Leather Shirt | -3532486 | NAPPA SHEEPSKIN, META-SIZE-CHART-SIZE-CHART-LEATHER-SHIRTS | -7558011 | none |