Fold 1 - Understanding why coefficient -761 was selected
Tag: TOP RATED
Selected Coefficient: -761
Taxonomy Path: -14.9
Taxonomy Name:
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| -761 | 6.000145 | -14.9 | -9.14 (-(9*83 + 14)) | Yes | |
| 193270134 | 6.000726 | 69.73.0.6.4 | 4.6.0.73.69 (4*83^4 + 6*83^3 + 73*83 + 69) | No | |
| 22348843 | 9.012048 | 14.11.7.39 | 39.7.11.14 (39*83^3 + 7*83^2 + 11*83 + 14) | Home & Garden > Kitchen & Dining > Kitchen Appliances > Range Hoods | No |
| 193271656 | 9.024096 | 14.9.1.6.4 | 4.6.1.9.14 (4*83^4 + 6*83^3 + 6889 + 9*83 + 14) | Home & Garden > Household Appliances > Climate Control Appliances > Fans > Ventilation Fans | No |
| 0 | 10.000000 | 0 | 0 (0) | No | |
| -1522 | 11.000000 | -28.18 | -18.28 (-(18*83 + 28)) | No |
These are the training products that have the "TOP RATED" tag (processing sequence 3351). 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 |
|---|---|---|---|---|---|---|---|
| 9941 | KOBE Brillia ISX21 SQB-2 36" Stainless Steel 680 CFM Island Range Hood | 193271656 | Home & Garden > Household Appliances > Climate Control Appliances > Fans > Ventilation Fans | none | 193272417 | ISLAND RANGE HOODS | |
| 9936 | KOBE Premium CH77SQ6-WM-XX 48" Stainless Steel 600 CFM Wall Mount Range Hood | 193270134 | KOBE, WALL MOUNTED RANGE HOODS | 193270895 | none | ||
| 9809 | ZLINE 695-RD 40" Stainless Steel Remote Dual Blower Range Hood Insert | 22348843 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Range Hoods | none | 22349604 | none | |
| 9810 | ZLINE 695-RD 34" Stainless Steel Remote Dual Blower Range Hood Insert | 22348843 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Range Hoods | none | 22349604 | none | |
| 9980 | KOBE Premium RA38 SQB-1 36" Stainless Steel 680 CFM Under Cabinet Range Hood | 0 | KOBE | 761 | UNDER CABINET RANGE HOODS | ||
| 9940 | KOBE Brillia ISX21 SQB-2 42" Stainless Steel 680 CFM Island Range Hood | 0 | 42" RANGE HOODS | 761 | ISLAND RANGE HOODS | ||
| 9937 | KOBE Premium CH77SQ6-WM-XX 36" Stainless Steel 600 CFM Wall Mount Range Hood | -761 | KOBE, WALL MOUNTED RANGE HOODS | 0 | none | ||
| 9858 | ZLINE KB-36 36" Stainless Steel Convertible Vent Wall Mount Range Hood | -761 | ZLINE SALE, WALL MOUNTED RANGE HOODS | 0 | none | ||
| 9839 | ZLINE KB-48 48" Stainless Steel Convertible Vent Wall Mount Range Hood | -761 | ZLINE SALE, WALL MOUNTED RANGE HOODS | 0 | none | ||
| 9979 | KOBE Premium RA3836SQB 36" Stainless Steel 750 CFM Wall Mount Range Hood | -761 | KOBE, WALL MOUNTED RANGE HOODS | 0 | none | ||
| 9859 | ZLINE KB-30 30" Stainless Steel Convertible Vent Wall Mount Range Hood | -761 | ZLINE SALE, WALL MOUNTED RANGE HOODS | 0 | none | ||
| 9857 | ZLINE KB-42 42" Stainless Steel Convertible Vent Wall Mount Range Hood | -1522 | ZLINE SALE, 42" RANGE HOODS, WALL MOUNTED RANGE HOODS | -761 | none |