Fold 4 - Understanding why coefficient -3445112 was selected
Tag: COURTSPORTS
Selected Coefficient: -3445112
Taxonomy Path: -1.1.78.6
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -3445112 | 1.000160 | -1.1.78.6 | -6.78.1.1 (-(6*79^3 + 78*79^2 + 79 + 1)) | Yes | |
| 114372486 | 1.000160 | 78.77.76.73.2 | 2.73.76.77.78 (2*79^4 + 73*79^3 + 76*79^2 + 77*79 + 78) | No | |
| -3470156 | 2.000000 | -2.2.3.7 | -7.3.2.2 (-(7*79^3 + 3*79^2 + 2*79 + 2)) | No |
These are the training products that have the "COURTSPORTS" tag (processing sequence 4082). 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 |
|---|---|---|---|---|---|---|---|
| 7695 | Core Pocket 5 inch Bike Short - Black | 114372486 | LENGTH-BIKE SHORTS, PLAY, CORERANGE | 117817598 | none | ||
| 7718 | Sports Dress - Black | -3445112 | PLAY | 0 | none | ||
| 7620 | Sleek Performance Crop - White | -3470156 | STYLE-CROPS, PLAY | -25044 | none |