Fold 0 - Understanding why coefficient -4899185 was selected
Tag: ATHLETIC
Selected Coefficient: -4899185
Taxonomy Path: -0.0.74.9
Taxonomy Name:
Products with this tag: 25
Unique residual values tried: 11
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 | 12.013303 | -0.0.74.9 | -9.74.0.0 (-(9*79^3 + 74*79^2)) | Yes | |
| -4406146 | 12.013313 | -0.0.74.8 | -8.74.0.0 (-(8*79^3 + 74*79^2)) | No | |
| -2927029 | 12.013313 | -0.0.74.5 | -5.74.0.0 (-(5*79^3 + 74*79^2)) | No | |
| 0 | 12.013942 | 0 | 0 (0) | No | |
| -493039 | 12.013946 | -0.0.0.1 | -1.0.0.0 (-(493039)) | No | |
| -5997522 | 12.151899 | -0.78.12.12 | -12.12.78.0 (-(12*79^3 + 12*79^2 + 78*79)) | No | |
| 1098496 | 16.012818 | 1.1.18.2 | 2.18.1.1 (2*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Athletic Socks | No |
| 2964555 | 16.013780 | 1.1.1.6 | 6.1.1.1 (6*79^3 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Sports Bras | No |
| 159 | 16.101266 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | No |
| -8924710 | 22.000160 | -1.1.8.18 | -18.8.1.1 (-(18*79^3 + 8*79^2 + 79 + 1)) | No | |
| -5997681 | 22.000320 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "ATHLETIC" tag (processing sequence 499). 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 | |
| 11358 | 'Merica! | 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 |
| 11267 | Mary-Jane Austen | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | CREAM |
| 11306 | Ikatching | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none |
| 11315 | Fleeky Friday | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | CREAM |
| 11344 | Block Party | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | CREAM |
| 11345 | Berry Go Round | 1098496 | Apparel & Accessories > Clothing > Socks > Athletic Socks | none | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none |
| 11346 | Baliwood | 159 | Apparel & Accessories > Clothing Accessories | none | 4899344 | none | |
| 11357 | 4th Ave Tag | 0 | ORANGE | 4899185 | none | ||
| 11314 | Heaven Cent | 0 | PINK, CLOUDS | 4899185 | none | ||
| 11333 | C.r.e.a.m. | 0 | ORANGE | 4899185 | CREAM | ||
| 11281 | Ladybird | -493039 | ORANGE | 4406146 | FRUIT | ||
| 11248 | Mellow Yellow | -2927029 | GREY | 1972156 | none | ||
| 11295 | Kryptonite | -4406146 | NAVY | 493039 | none | ||
| 11279 | Lily Vanilli | -4899185 | NAVY | 0 | none | ||
| 11235 | Uncle Sam | -4899185 | NAVY | 0 | none | ||
| 11331 | Coachillin' | -4899185 | PINK | 0 | none | ||
| 11233 | Yo! | -4899185 | NAVY | 0 | none | ||
| 11268 | Marble.O Country | -4899185 | NAVY | 0 | none | ||
| 11247 | Pretty Liar | -4899185 | PINK | 0 | none | ||
| 11269 | Lucy's In The Sky | -5997522 | NAVY | -1098337 | none | ||
| 11240 | Tapestry | -5997681 | NAVY, ORANGE | -1098496 | none | ||
| 11280 | Let Me See Your Peacock | -8924710 | NAVY, GREEN | -4025525 | none | ||
| 11332 | Cali Me Maybe | -8924710 | PINK, GREEN | -4025525 | none |