Fold 3 - 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: 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? |
|---|---|---|---|---|---|
| 4025525 | 4.000002 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 5997681 | 4.000006 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| -3532486 | 6.000000 | -1.1.13.7 | -7.13.1.1 (-(7*79^3 + 13*79^2 + 79 + 1)) | No | |
| 1972156 | 6.000160 | 0.0.0.4 | 4.0.0.0 (4*79^3) | No | |
| 189308253 | 6.000160 | 0.0.76.67.4 | 4.67.76.0.0 (4*79^4 + 67*79^3 + 76*79^2) | No |
These are the training products that have the "XL" tag (processing sequence 3835). 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 |
|---|---|---|---|---|---|---|---|
| 8061 | High End Blue Gray Sheared Beaver Fur Coat Full Length 49" M/L | 189308253 | CREAM | 185282728 | none | ||
| 14358 | Ronan Open Knit Sweater | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 1972156 | TOPS | |
| 14266 | Chukchansi Shirt | XL | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | 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 | |
| 14362 | Kickstarter Plaid Flares | 1972156 | PANTS | -2053369 | BOTTOMS | ||
| 8000 | Mens Python Shirt Snakeskin Embossed Nappa Sheepskin Leather Shirt | -3532486 | DRESS SHIRT, META-SIZE-CHART-SIZE-CHART-LEATHER-SHIRTS | -7558011 | none | ||
| 7995 | Mens Black Leather Alligator Shirt Jacket Crocodile Embossed Nappa Sheepskin | -3532486 | DRESS SHIRT, META-SIZE-CHART-SIZE-CHART-LEATHER-SHIRTS | -7558011 | none |