Fold 4 - Understanding why coefficient 482 was selected
Tag: ACER
Selected Coefficient: 482
Taxonomy Path: 8.6
Taxonomy Name: Electronics > Computers
Products with this tag: 5
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 482 | 0.000320 | 8.6 | 6.8 (6*79 + 8) | Electronics > Computers | Yes |
| 37928 | 0.000481 | 8.6.6 | 6.6.8 (6*79^2 + 6*79 + 8) | Electronics > Computers > Laptops | No |
These are the training products that have the "ACER" tag (processing sequence 2622). 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 |
|---|---|---|---|---|---|---|---|
| 16584 | Acer C871-C85K 12" Intel Celeron 5205U 4GB DDR4 32GB Chromebook 193199704870 [New] | 37928 | Electronics > Computers > Laptops | none | 37446 | none | |
| 16586 | Acer Chromebook 14, Intel Celeron N3160 Protective Sleeve, Mouse CB3431C539 191114605202 [New] | 37928 | Electronics > Computers > Laptops | none | 37446 | none | |
| 16587 | Acer KA220HQ bi 22" Full HD 1920 x 1080 Monitor HDMI VGA Black 191114346365 [New] | 482 | Electronics > Computers | none | 0 | none | |
| 16589 | Acer SB220Q bi 21.5 Inches Full HD (1920 x 1080) IPS Ultra-Thin Zero Frame Monitor 191114774571 [New] | 482 | Electronics > Computers | none | 0 | none | |
| 16590 | Acer SB240Y Bbix 23.8” Ultra-Thin Zero-Frame IPS Monitor FREESYNC Black 191114913758 [New] | 482 | Electronics > Computers | none | 0 | none |