Fold 4 - Understanding why coefficient 5997681 was selected
Tag: TOPSFREE PEOPLE
Selected Coefficient: 5997681
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 5997681 | 3.000002 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 4025525 | 3.000004 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| -6472077 | 5.000000 | -2.2.10.13 | -13.10.2.2 (-(13*79^3 + 10*79^2 + 2*79 + 2)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 524164 | 5.000000 | 78.77.4.1 | 1.4.77.78 (493039 + 4*79^2 + 77*79 + 78) | No |
These are the training products that have the "TOPSFREE PEOPLE" tag (processing sequence 2898). 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 |
|---|---|---|---|---|---|---|---|
| 757 | Easy Street Crop Pullover | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 829 | Baby Cable Tee | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 1077 | Virgo Tank | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | TANKS | -1972156 | none | |
| 926 | Flower Field | 524164 | LACE, FREE PEOPLEWE THE FREE | -5473517 | none | ||
| 860 | Cloud Ride Notch | 0 | LONG SLEEVES | -5997681 | none | ||
| 996 | Lakeside Midi | -6472077 | ROSE, BEST DRESS, FREE PEOPLEWE THE FREE | -12469758 | none |