Fold 0 - Understanding why coefficient 1267660 was selected
Tag: ATHLETIC
Selected Coefficient: 1267660
Taxonomy Path: 1.1.18.2
Taxonomy Name: Apparel & Accessories > Clothing > Socks > Athletic Socks
Products with this tag: 23
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? |
|---|---|---|---|---|---|
| 1267660 | 5.024100 | 1.1.18.2 | 2.18.1.1 (2*83^3 + 18*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Socks > Athletic Socks | Yes |
| 1839447 | 5.024121 | 1.1.18.3 | 3.18.1.1 (3*83^3 + 18*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Socks > Crew Socks | No |
| 167 | 5.192771 | 1.2 | 2.1 (2*83 + 1) | No | |
| 15741617 | 20.000002 | 3.3.44.27 | 27.44.3.3 (27*83^3 + 44*83^2 + 3*83 + 3) | No | |
| 15169830 | 20.000003 | 3.3.44.26 | 26.44.3.3 (26*83^3 + 44*83^2 + 3*83 + 3) | No | |
| 0 | 21.000000 | 0 | 0 (0) | No |
These are the training products that have the "ATHLETIC" tag (processing sequence 3279). 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 |
|---|---|---|---|---|---|---|---|
| 11357 | 4th Ave Tag | 15741617 | CREW | 14473957 | none | ||
| 11240 | Tapestry | 15741617 | CREW | 14473957 | none | ||
| 11239 | Tupac | 15169830 | CREW | 13902170 | none | ||
| 11295 | Kryptonite | 1839447 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 571787 | none | |
| 11333 | C.r.e.a.m. | 1839447 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 571787 | none | |
| 11253 | Namaste Bitches | 1267660 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 0 | none | |
| 11267 | Mary-Jane Austen | 1267660 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 0 | none | |
| 11268 | Marble.O Country | 1267660 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 0 | none | |
| 11279 | Lily Vanilli | 1267660 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 0 | none | |
| 11280 | Let Me See Your Peacock | 1267660 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 0 | none | |
| 11296 | Kaleidoscope Eyes | 1267660 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 0 | none | |
| 11306 | Ikatching | 1267660 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 0 | none | |
| 11331 | Coachillin' | 1267660 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 0 | none | |
| 11358 | 'Merica! | 1267660 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 0 | none | |
| 11233 | Yo! | 1267660 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 0 | none | |
| 11234 | Who Dat? | 1267660 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 0 | OWL | |
| 11235 | Uncle Sam | 1267660 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 0 | none | |
| 11248 | Mellow Yellow | 1267660 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 0 | none | |
| 11344 | Block Party | 1267660 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 0 | none | |
| 11346 | Baliwood | 167 | none | -1267493 | none | ||
| 11269 | Lucy's In The Sky | 167 | none | -1267493 | none | ||
| 1479 | Black Gumball Star Bra | 0 | SPORTS BRA | -1267660 | LYCRA, COZY, GAZZY BY GAZZO, HIKING | ||
| 11332 | Cali Me Maybe | 0 | PALM | -1267660 | none |