Fold 1 - Understanding why coefficient -4899185 was selected
Tag: ATHLETIC
Selected Coefficient: -4899185
Taxonomy Path: -0.0.74.9
Taxonomy Name:
Products with this tag: 24
Unique residual values tried: 9
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 | 9.026122 | -0.0.74.9 | -9.74.0.0 (-(9*79^3 + 74*79^2)) | Yes | |
| -2927029 | 9.026130 | -0.0.74.5 | -5.74.0.0 (-(5*79^3 + 74*79^2)) | No | |
| 0 | 9.026763 | 0 | 0 (0) | No | |
| 493039 | 9.026763 | 0.0.0.1 | 1.0.0.0 (493039) | No | |
| -4512243 | 9.027239 | -0.0.12.9 | -9.12.0.0 (-(9*79^3 + 12*79^2)) | No | |
| -5997522 | 9.164557 | -0.78.12.12 | -12.12.78.0 (-(12*79^3 + 12*79^2 + 78*79)) | No | |
| 1098496 | 17.000000 | 1.1.18.2 | 2.18.1.1 (2*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Athletic Socks | No |
| -5504642 | 23.000000 | -1.1.13.11 | -11.13.1.1 (-(11*79^3 + 13*79^2 + 79 + 1)) | No | |
| -15889746 | 23.000000 | -2.2.18.32 | -32.18.2.2 (-(32*79^3 + 18*79^2 + 2*79 + 2)) | No |
These are the training products that have the "ATHLETIC" tag (processing sequence 484). 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 |
|---|---|---|---|---|---|---|---|
| 11247 | Pretty Liar | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none |
| 11331 | Coachillin' | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | PATTERN |
| 11315 | Fleeky Friday | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | CREAM |
| 11296 | Kaleidoscope Eyes | 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 |
| 11267 | Mary-Jane Austen | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | CREAM |
| 11253 | Namaste Bitches | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none |
| 11357 | 4th Ave Tag | 493039 | ORANGE | 5392224 | none | ||
| 11333 | C.r.e.a.m. | 493039 | ORANGE | 5392224 | CREAM | ||
| 11281 | Ladybird | 0 | ORANGE | 4899185 | FRUIT | ||
| 11234 | Who Dat? | 0 | ORANGE | 4899185 | none | ||
| 11332 | Cali Me Maybe | -2927029 | GREEN | 1972156 | none | ||
| 11280 | Let Me See Your Peacock | -2927029 | GREEN | 1972156 | none | ||
| 1479 | Black Gumball Star Bra | -4512243 | ATHLEISURE | 386942 | GAZZY BY GAZZO, SPORTS BRA | ||
| 11239 | Tupac | -4899185 | BLUE | 0 | none | ||
| 11268 | Marble.O Country | -4899185 | BLUE | 0 | none | ||
| 11235 | Uncle Sam | -4899185 | BLUE | 0 | none | ||
| 11306 | Ikatching | -4899185 | BLUE | 0 | none | ||
| 11233 | Yo! | -4899185 | BLUE | 0 | none | ||
| 11344 | Block Party | -4899185 | BLUE | 0 | CREAM | ||
| 11240 | Tapestry | -5504642 | BLUE, ORANGE | -605457 | FLOWER | ||
| 11346 | Baliwood | -5997522 | BLUE | -1098337 | none | ||
| 11269 | Lucy's In The Sky | -5997522 | BLUE | -1098337 | none | ||
| 1478 | Black Gumball Board Shorts | -15889746 | PANTS, APPAREL, ATHLEISURE | -10990561 | BOTTOMS, GAZZY BY GAZZO, SWIM |