Fold 4 - Understanding why coefficient 5997681 was selected
Tag: FLORAL
Selected Coefficient: 5997681
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 11
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 5997681 | 7.012818 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 5498401 | 7.012979 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| 44320 | 7.037975 | 1.8.7 | 7.8.1 (7*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Slippers | No |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| -1098496 | 9.000000 | -1.1.18.2 | -2.18.1.1 (-(2*79^3 + 18*79^2 + 79 + 1)) | No | |
| 178 | 10.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
| 112888011 | 10.000000 | 13.10.76.70.2 | 2.70.76.10.13 (2*79^4 + 70*79^3 + 76*79^2 + 10*79 + 13) | No |
These are the training products that have the "FLORAL" tag (processing sequence 1414). 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 |
|---|---|---|---|---|---|---|---|
| 6415 | Fair Trade Mexican Round Plates, Set of 2 | 112888011 | BLUE | 106890330 | none | ||
| 11279 | Lily Vanilli | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | ATHLETIC | 0 | none | |
| 11247 | Pretty Liar | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | ATHLETIC | 0 | none | |
| 7 | Olive Printed Cool Pants | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | -499280 | none | |
| 9884 | Floral steps | 44320 | Apparel & Accessories > Shoes > Slippers | none | -5953361 | none | |
| 6536 | Heart Chakra Ritual Kit | 178 | Religious & Ceremonial > Religious Items | none | -5997503 | none | |
| 11239 | Tupac | 0 | BLUE, ATHLETIC | -5997681 | none | ||
| 6457 | Chakra Healing Lotion Number 4 | 0 | ALKEMIE | -5997681 | none | ||
| 11267 | Mary-Jane Austen | 0 | ATHLETIC, CREAM | -5997681 | none | ||
| 11240 | Tapestry | -1098496 | ORANGE, BLUE, ATHLETIC | -7096177 | none | ||
| 11333 | C.r.e.a.m. | -1098496 | ORANGE, ATHLETIC, CREAM | -7096177 | none |