Fold 2 - Understanding why coefficient 159 was selected
Tag: RETAIL
Selected Coefficient: 159
Taxonomy Path: 1.2
Taxonomy Name: Apparel & Accessories > Clothing Accessories
Products with this tag: 22
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? |
|---|---|---|---|---|---|
| 159 | 13.025637 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | Yes |
| 193630 | 13.026118 | 1.2.31 | 31.2.1 (31*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | No |
| 37921 | 13.101266 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 2078333 | 13.101266 | 1.1.17.4 | 4.17.1.1 (4*79^3 + 17*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Sleepwear & Loungewear > Pajamas | No |
| 0 | 16.000000 | 0 | 0 (0) | No | |
| -545301134 | 16.000000 | -0.0.0.0.14 | -14.0.0.0.0 (-(14*79^4)) | No | |
| 125070 | 18.000320 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
| 432900974 | 18.000320 | 13.3.2.9.11 | 11.9.2.3.13 (11*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Makeup Removers | No |
| 6820714258 | 18.000320 | 13.3.2.9.17.2 | 2.17.9.2.3.13 (2*79^5 + 17*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Toners & Astringents > Toners | No |
| 5 | 20.000000 | 5 | 5 (5) | Bundles | No |
| 105 | 21.000000 | 26.1 | 1.26 (79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories | No |
These are the training products that have the "RETAIL" tag (processing sequence 4422). 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 |
|---|---|---|---|---|---|---|---|
| 11265 | Enzyme Toning Mist - 125ml Pure | 6820714258 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Toners & Astringents > Toners | none | 6820714099 | none | |
| 16476 | My little mascara club-Fresh Mascara Remover | 432900974 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Makeup Removers | none | 432900815 | none | |
| 13631 | Cheetahs Pajama Pants Set | 2078333 | Apparel & Accessories > Clothing > Sleepwear & Loungewear > Pajamas | none | 2078174 | none | |
| 16466 | Brazilian Bra Straps Isabella Retail | 193630 | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | none | 193471 | none | |
| 16915 | Adapter for FitBit Versa 1/2/Lite - 23mm Pins - Works with 22mm Watch Bands | 193630 | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | none | 193471 | none | |
| 10046 | Anti-Aging Super Heroes | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 124911 | none | |
| 10043 | Double Cleanse | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 124911 | none | |
| 12366 | Good Things Come In Waves Long Hoop Earrings - Sale | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 37762 | none | |
| 16464 | Brazilian Bra Straps Daniela Retail | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none | |
| 16470 | Brazilian Bra Straps Tais Retail | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none | |
| 16467 | Brazilian Bra Straps Kalessi Retail | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none | |
| 16461 | Brazilian Bra Straps Andressa Retail | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none | |
| 16462 | Brazilian Bra Straps Carla Retail | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none | |
| 17005 | Watch Bands Pin Replacement Pack | 105 | Vehicles & Parts > Vehicle Parts & Accessories | none | -54 | none | |
| 10045 | Body Beautiful | 5 | Bundles | none | -154 | none | |
| 6481 | Beauty On The Go | 5 | Bundles | none | -154 | none | |
| 16458 | My little mascara club-Best Little Mascara Ever - Length + Definition Formula | 0 | LASHES | -159 | none | ||
| 10042 | His Favorites | 0 | EYE CARE | -159 | none | ||
| 10044 | Complete Eye Care | 0 | EYE CARE | -159 | none | ||
| 10048 | Kantic® Calming Cream - sample | 0 | EXCLUDE-PRODUCTS | -159 | none | ||
| 16459 | My little mascara club-Best Little Mascara Ever - Volume + Curl Formula | 0 | LASHES | -159 | none | ||
| 6351 | Purifying Gel Cleanser - sample | -545301134 | EXCLUDE-PRODUCTS | -545301293 | none |