Fold 4 - Understanding why coefficient -117805116 was selected
Tag: AUTUMN
Selected Coefficient: -117805116
Taxonomy Path: -0.0.74.1.3
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 311600648 | 4.000481 | 0.0.0.0.8 | 8.0.0.0.0 (8*79^4) | No | |
| -117805116 | 4.000481 | -0.0.74.1.3 | -3.1.74.0.0 (-(3*79^4 + 493039 + 74*79^2)) | Yes | |
| -6915028 | 4.000481 | -0.0.2.14 | -14.2.0.0 (-(14*79^3 + 2*79^2)) | No | |
| -1060970 | 4.000481 | -0.0.12.2 | -2.12.0.0 (-(2*79^3 + 12*79^2)) | No | |
| 5997681 | 5.000004 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 5504642 | 5.000004 | 1.1.13.11 | 11.13.1.1 (11*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tunics | No |
| 6490720 | 5.000004 | 1.1.13.13 | 13.13.1.1 (13*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 4937830 | 7.000000 | 14.15.1.10 | 10.1.15.14 (10*79^3 + 6241 + 15*79 + 14) | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | No |
These are the training products that have the "AUTUMN" tag (processing sequence 724). 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 |
|---|---|---|---|---|---|---|---|
| 1661 | Jacqueline Jacket - 100% Merino Knit - Ivory | 311600648 | MERINO | 429405764 | none | ||
| 6838 | Grey Hoodie | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 124295836 | COTTON, CREAM | |
| 2337 | Marble Zebra Print Zip Jumper | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 123802797 | FITS SIZE 16, FITS SIZE 18, KNITWEAR | |
| 2395 | Saloos Paint Stroke Tunic | 5504642 | Apparel & Accessories > Clothing > Clothing Tops > Tunics | none | 123309758 | FITS SIZE 16, FITS SIZE 18, KNITWEAR, SALOOS | |
| 10140 | The Orange "Drunkard Path" Wall Hanging Quilt | 4937830 | Home & Garden > Linens & Bedding > Bedding > Quilts & Comforters | none | 122742946 | GALLERY | |
| 2382 | Saloos Leopard Print Co-ord | -1060970 | SKIRT | 116744146 | FITS SIZE 16, FITS SIZE 18, SALOOS | ||
| 2396 | Saloos Sweatshirt & Joggers | -6915028 | SWEATSHIRT | 110890088 | FITS SIZE 16, FITS SIZE 18, KNITWEAR, TROUSERS, SALOOS | ||
| 1662 | Jacqueline Skirt - 100% Merino Knit - Ivory | -117805116 | MERINO | 0 | none |