Fold 4 - Understanding why coefficient 4663937 was selected
Tag: ALL TOPS
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 4663937 | 6.000145 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 523254079 | 6.000290 | 1.1.10.2.11 | 11.2.10.1.1 (11*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| 571787 | 7.000000 | 0.0.0.1 | 1.0.0.0 (571787) | No | |
| 8783470 | 8.000000 | 78.82.29.15 | 15.29.82.78 (15*83^3 + 29*83^2 + 82*83 + 78) | No | |
| 3547746 | 8.000000 | 77.81.16.6 | 6.16.81.77 (6*83^3 + 16*83^2 + 81*83 + 77) | No | |
| -2239009 | 8.000000 | -1.1.76.3 | -3.76.1.1 (-(3*83^3 + 76*83^2 + 83 + 1)) | No | |
| -9327874 | 8.000000 | -2.2.26.16 | -16.26.2.2 (-(16*83^3 + 26*83^2 + 2*83 + 2)) | No |
These are the training products that have the "ALL TOPS" tag (processing sequence 6016). 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 |
|---|---|---|---|---|---|---|---|
| 26754 | Hound tooth long shacket | 523254079 | none | 518590142 | none | ||
| 18108 | Savannah Button Down Shirt Ivory | 8783470 | SHOP ALL, COASTAL, BLACKFRI2022, NEWSLETTER2019 | 4119533 | WORKWEAR | ||
| 18115 | Angel Tee Bunny | 4663937 | SHOP ALL, NEWSLETTER2019 | 0 | none | ||
| 18116 | Angel Tee Black | 4663937 | SHOP ALL, NEWSLETTER2019 | 0 | none | ||
| 18112 | Light Blue Plaid Long Sleeve | 3547746 | SHOP ALL, BLACKFRI2022 | -1116191 | WORKWEAR | ||
| 26787 | Oversized Sleeveless Top | 571787 | SHORT SLEEVE | -4092150 | none | ||
| 26857 | Hunt Faux Leather Crop Top | 571787 | CROP TOPS | -4092150 | FINAL SALE, CLEARANCE | ||
| 26869 | Kenzie Tie Top | -2239009 | SHIRT | -6902946 | CLEARANCE | ||
| 26829 | Do Not Disturb My Peace T-Shirt | -9327874 | GRAPHIC TEE, T-SHIRT, SHORT SLEEVE | -13991811 | none |