Fold 0 - Understanding why coefficient 20236 was selected
Tag: LIGHTWEIGHT
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 11
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 20236 | 3.000793 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 4002626 | 3.001190 | 1.1.13.11 | 11.13.1.1 (11*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tunics | No |
| 45441 | 3.001389 | 1.1.9 | 9.1.1 (9*71^2 + 71 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 407353200 | 3.001389 | 1.1.10.2.16 | 16.2.10.1.1 (16*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | No |
| 2505377 | 9.000198 | 0.0.0.7 | 7.0.0.0 (7*71^3) | No | |
| 57628712 | 9.000198 | 0.0.1.19.2 | 2.19.1.0.0 (2*71^4 + 19*71^3 + 5041) | No | |
| 57643932 | 10.000000 | 26.1.4.19.2 | 2.19.4.1.26 (2*71^4 + 19*71^3 + 4*71^2 + 71 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Transmission & Drivetrain Parts > Clutches | No |
These are the training products that have the "LIGHTWEIGHT" tag (processing sequence 85). 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 |
|---|---|---|---|---|---|---|---|
| 8995 | WOMEN'S FULLY REFLECTIVE LIGHTWEIGHT RUNNING JACKET | 407353200 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | none | 407332964 | CYCLING | |
| 9400 | Volkswagen VW Type 1 Clutch Kit 200mm 4-pad Rigid Disc + Lightweight Chromoly Flywheel | 57643932 | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Transmission & Drivetrain Parts > Clutches | none | 57623696 | CERAMIC | |
| 9382 | Nissan Silvia SR20DET S13 S14 Stage 3 Clutch Kit + Forged Chromoly Flywheel | 57628712 | NISSAN | 57608476 | CERAMIC | ||
| 1438 | Lightweight American Flag Design Kimono | 4002626 | Apparel & Accessories > Clothing > Clothing Tops > Tunics | none | 3982390 | KIMONOS | |
| 1446 | Lightweight Pattern Block Print Kimono | 4002626 | Apparel & Accessories > Clothing > Clothing Tops > Tunics | none | 3982390 | KIMONOS | |
| 280 | BF Tee, LIGHT Jersey | 2505377 | TOP | 2485141 | WOMEN, AIR | ||
| 882 | Dex Pleated Jumpsuit | 45441 | Apparel & Accessories > Clothing > One-Pieces | none | 25205 | PLEATED, JUMPSUITS | |
| 897 | Doozy | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | ADJUSTABLE, SLIP DRESS, SUMMER COLORS | |
| 283 | EZ Dress, SHEER Jersey | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | WOMEN, AIR, EUCALYPTUS | |
| 282 | EZ Dress, MEDIUM Jersey | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | WOMEN, AIR | |
| 281 | EZ Dress, LIGHT Jersey | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | WOMEN, AIR |