Fold 4 - Understanding why coefficient 549208 was selected
Tag: EASY
Selected Coefficient: 549208
Taxonomy Path: 0.0.9.1
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 549208 | 4.000002 | 0.0.9.1 | 1.9.0.0 (493039 + 9*79^2) | Yes | |
| 5972637 | 4.000002 | 0.0.9.12 | 12.9.0.0 (12*79^3 + 9*79^2) | No | |
| 5997681 | 4.000160 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 6041368 | 4.000160 | 1.1.20.12 | 12.20.1.1 (12*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Rash Guards | No |
| -547255370 | 5.000000 | -13.10.76.3.14 | -14.3.76.10.13 (-(14*79^4 + 3*79^3 + 76*79^2 + 10*79 + 13)) | No | |
| 548790656 | 5.000000 | 13.10.6.7.14 | 14.7.6.10.13 (14*79^4 + 7*79^3 + 6*79^2 + 10*79 + 13) | No |
These are the training products that have the "EASY" tag (processing sequence 1267). 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 |
|---|---|---|---|---|---|---|---|
| 1013 | Modern Knit Mini Dress | 548790656 | DENIM, ATTIRE, BEST DRESS | 548241448 | none | ||
| 918 | Facts | 6041368 | Apparel & Accessories > Clothing > Swimwear > Rash Guards | SUEDE, COMFORT | 5492160 | none | |
| 824 | Astoria | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | CASUAL, CLASSIC, ATTIRE, COMFORT | 5448473 | FLATTERING, LONG SLEEVE, SOFT SWEATERS | |
| 1023 | Moss Stripe Crew | 5972637 | CASUAL, CLASSIC, ATTIRE, BEST DRESS, COMFORT | 5423429 | none | ||
| 893 | Dolan | 549208 | CASUAL, CLASSIC, ATTIRE, BEST DRESS, COMFORT | 0 | none | ||
| 1025 | Naya | -547255370 | CASUAL, CLASSIC, COMFORT | -547804578 | FLATTERING, LONG SLEEVE |