Fold 2 - Understanding why coefficient -4899185 was selected
Tag: ATHLETIC
Selected Coefficient: -4899185
Taxonomy Path: -0.0.74.9
Taxonomy Name:
Products with this tag: 22
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| -4899185 | 10.012823 | -0.0.74.9 | -9.74.0.0 (-(9*79^3 + 74*79^2)) | Yes | |
| -5885263 | 10.012837 | -0.0.74.11 | -11.74.0.0 (-(11*79^3 + 74*79^2)) | No | |
| -4406146 | 10.012837 | -0.0.74.8 | -8.74.0.0 (-(8*79^3 + 74*79^2)) | No | |
| 1073452 | 10.014261 | 0.0.14.2 | 2.14.0.0 (2*79^3 + 14*79^2) | No | |
| -5997522 | 10.139241 | -0.78.12.12 | -12.12.78.0 (-(12*79^3 + 12*79^2 + 78*79)) | No | |
| 1098496 | 15.000162 | 1.1.18.2 | 2.18.1.1 (2*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Athletic Socks | No |
| 1591535 | 15.000170 | 1.1.18.3 | 3.18.1.1 (3*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Crew Socks | No |
| 2964555 | 15.000961 | 1.1.1.6 | 6.1.1.1 (6*79^3 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Sports Bras | No |
| -4924229 | 19.000160 | -1.1.78.9 | -9.78.1.1 (-(9*79^3 + 78*79^2 + 79 + 1)) | No | |
| -8412948 | 19.000320 | -1.1.5.17 | -17.5.1.1 (-(17*79^3 + 5*79^2 + 79 + 1)) | No |
These are the training products that have the "ATHLETIC" tag (processing sequence 490). 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 |
|---|---|---|---|---|---|---|---|
| 1479 | Black Gumball Star Bra | 2964555 | Apparel & Accessories > Clothing > Activewear > Sports Bras | none | 7863740 | GAZZY BY GAZZO, SPORTS BRA | |
| 11357 | 4th Ave Tag | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none |
| 11345 | Berry Go Round | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none |
| 11253 | Namaste Bitches | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none |
| 11279 | Lily Vanilli | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none |
| 11234 | Who Dat? | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | STRIPES |
| 11315 | Fleeky Friday | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none |
| 11281 | Ladybird | 1073452 | RED | 5972637 | FRUIT | ||
| 11295 | Kryptonite | -4406146 | BLUE | 493039 | none | ||
| 11331 | Coachillin' | -4899185 | PINK | 0 | PATTERN | ||
| 11239 | Tupac | -4899185 | BLUE | 0 | none | ||
| 11247 | Pretty Liar | -4899185 | PINK | 0 | STRIPES | ||
| 11248 | Mellow Yellow | -4899185 | GREY | 0 | none | ||
| 11268 | Marble.O Country | -4899185 | BLUE | 0 | none | ||
| 11296 | Kaleidoscope Eyes | -4899185 | PINK | 0 | STRIPES | ||
| 11314 | Heaven Cent | -4899185 | PINK | 0 | CLOUDS, STRIPES | ||
| 11344 | Block Party | -4899185 | BLUE | 0 | none | ||
| 11358 | 'Merica! | -4924229 | BLUE, RED | -25044 | USA | ||
| 11235 | Uncle Sam | -4924229 | BLUE, RED | -25044 | USA | ||
| 11280 | Let Me See Your Peacock | -5885263 | GREEN | -986078 | none | ||
| 11346 | Baliwood | -5997522 | BLUE | -1098337 | none | ||
| 1478 | Black Gumball Board Shorts | -8412948 | PANTS, APPAREL | -3513763 | BOTTOMS, GAZZY BY GAZZO |