Fold 0 - 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: 13
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 | 12.025637 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | Yes |
| 193630 | 12.026278 | 1.2.31 | 31.2.1 (31*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | No |
| 37921 | 12.113924 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 2078333 | 12.113924 | 1.1.17.4 | 4.17.1.1 (4*79^3 + 17*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Sleepwear & Loungewear > Pajamas | No |
| 125070 | 16.000481 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
| 822401784 | 16.000481 | 13.3.2.9.21 | 21.9.2.3.13 (21*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | No |
| 238150569 | 16.000481 | 13.3.2.9.6 | 6.9.2.3.13 (6*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Facial Cleansers | No |
| 432900974 | 16.000481 | 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 |
| 5 | 20.000000 | 5 | 5 (5) | Bundles | No |
| 0 | 20.000160 | 0 | 0 (0) | No | |
| -744376552 | 20.000160 | -0.0.61.8.19 | -19.8.61.0.0 (-(19*79^4 + 8*79^3 + 61*79^2)) | No | |
| 18975 | 21.000000 | 15.3.3 | 3.3.15 (3*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | 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 4229). 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 |
|---|---|---|---|---|---|---|---|
| 6410 | Pigment Perfecting Serum - Sample | 822401784 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Serums | none | 822401625 | EXCLUDE-PRODUCTS | |
| 16476 | My little mascara club-Fresh Mascara Remover | 432900974 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Makeup Removers | none | 432900815 | none | |
| 6351 | Purifying Gel Cleanser - sample | 238150569 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Facial Cleansers | none | 238150410 | EXCLUDE-PRODUCTS | |
| 13631 | Cheetahs Pajama Pants Set | 2078333 | Apparel & Accessories > Clothing > Sleepwear & Loungewear > Pajamas | none | 2078174 | 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 | |
| 16466 | Brazilian Bra Straps Isabella Retail | 193630 | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | none | 193471 | none | |
| 10043 | Double Cleanse | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 124911 | none | |
| 10046 | Anti-Aging Super Heroes | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 124911 | none | |
| 10047 | At-Home Facial | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 124911 | none | |
| 12367 | Blur The Focus Triangle Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 37762 | none | |
| 10072 | Free Cosmetics Case | 18975 | Luggage & Bags > Cosmetic & Toiletry Bags > Makeup Bags | none | 18816 | none | |
| 16470 | Brazilian Bra Straps Tais 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 | |
| 16464 | Brazilian Bra Straps Daniela Retail | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none | |
| 16465 | Brazilian Bra Straps Gisele Retail | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none | |
| 16467 | Brazilian Bra Straps Kalessi 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 | |
| 16459 | My little mascara club-Best Little Mascara Ever - Volume + Curl Formula | 0 | LASHES | -159 | none | ||
| 10044 | Complete Eye Care | -744376552 | EYE CARE | -744376711 | none |