Fold 3 - Understanding why coefficient 5 was selected
Tag: BUNDLE
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name:
Products with this tag: 28
Unique residual values tried: 13
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? |
|---|---|---|---|---|---|
| 5 | 20.000000 | 5 | 5 (5) | Yes | |
| 0 | 20.000435 | 0 | 0 (0) | No | |
| -906730180 | 20.000728 | -0.0.65.8.19 | -19.8.65.0.0 (-(19*83^4 + 8*83^3 + 65*83^2)) | No | |
| -19840884898 | 20.000729 | -0.0.65.5.3.5 | -5.3.5.65.0.0 (-(5*83^5 + 3*83^4 + 5*83^3 + 65*83^2)) | No | |
| 138042 | 24.000000 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | No | |
| -133309285 | 26.000002 | -80.2.12.67.2 | -2.67.12.2.80 (-(2*83^4 + 67*83^3 + 12*83^2 + 2*83 + 80)) | No | |
| -181339393 | 26.000002 | -80.2.12.68.3 | -3.68.12.2.80 (-(3*83^4 + 68*83^3 + 12*83^2 + 2*83 + 80)) | No | |
| 19848545812 | 27.000000 | 14.4.15.19.3.5 | 5.3.19.15.4.14 (5*83^5 + 3*83^4 + 19*83^3 + 15*83^2 + 4*83 + 14) | No | |
| -240784419 | 27.000000 | -8.1.9.6.5 | -5.6.9.1.8 (-(5*83^4 + 6*83^3 + 9*83^2 + 83 + 8)) | No | |
| -13887 | 27.000000 | -26.1.2 | -2.1.26 (-(2*83^2 + 83 + 26)) | No | |
| -681 | 27.000000 | -17.8 | -8.17 (-(8*83 + 17)) | No | |
| -676 | 27.000000 | -12.8 | -8.12 (-(8*83 + 12)) | No | |
| 227788 | 27.000000 | 36.5.33 | 33.5.36 (33*83^2 + 5*83 + 36) | No |
These are the training products that have the "BUNDLE" tag (processing sequence 5200). 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 |
|---|---|---|---|---|---|---|---|
| 7921 | Hooded Magnetic Lash Kit | 19848545812 | HOODED | 19848545807 | none | ||
| 3764 | Ceramic Flowers Set of 3 - San Diego | 227788 | COLOR_PURPLE | 227783 | none | ||
| 31172 | Body Butter Sampler | 138042 | none | 138037 | none | ||
| 10043 | Double Cleanse | 138042 | none | 138037 | none | ||
| 10046 | Anti-Aging Super Heroes | 138042 | none | 138037 | none | ||
| 10047 | At-Home Facial | 138042 | none | 138037 | none | ||
| 19969 | Tick Bundle | 5 | none | 0 | none | ||
| 10045 | Body Beautiful | 5 | none | 0 | none | ||
| 24280 | Scandinavian Wood Floor System - Diamond Oil Active | 5 | none | 0 | none | ||
| 6481 | Beauty On The Go | 5 | none | 0 | none | ||
| 17844 | Ltd Offer Kickstart Bundle | 5 | none | 0 | none | ||
| 17940 | All Terrain Conversion Kit (175mm / 7inch with 66T) | 5 | none | 0 | none | ||
| 21975 | 2023 Future Owners Bundle | 5 | none | 0 | 2023 RESEARCH PUBLICATIONS | ||
| 21970 | 2023 Firms of the Future Bundle | 5 | none | 0 | 2023 RESEARCH PUBLICATIONS | ||
| 19731 | Buhner-Pan Kit | 0 | BUHNER | -5 | RED SAGE, IMMUNE SYSTEM | ||
| 19477 | Loop Yellow Hanging Planter | 0 | PLANTER | -5 | none | ||
| 19493 | Eco Spa Wall Planter | 0 | PLANTER | -5 | none | ||
| 21810 | 2024 VIP Bundle | 0 | SALARY | -5 | VALUATION | ||
| 21942 | 2021 VIP Bundle (Value, Income, Profit) | 0 | SALARY | -5 | VALUATION | ||
| 21843 | Total Research Publications Package Bundle 2022 | -676 | 2022 RESEARCH PUBLICATION | -681 | none | ||
| 21962 | 2022 VIP Bundle (Value, Income, Profit) | -681 | SALARY, 2022 RESEARCH PUBLICATION | -686 | VALUATION | ||
| 17960 | Belt Covers | -13887 | KTAT, PLSPTDLR | -13892 | none | ||
| 17967 | Evolve/ABEC 107mm Street Wheels | -133309285 | STREET WHEELS COLLECTION | -133309290 | none | ||
| 17976 | Street Drive Gears | -181339393 | STREET WHEELS COLLECTION | -181339398 | none | ||
| 19735 | Calming Essentials Bundle | -240784419 | ADRENAL | -240784424 | none | ||
| 10042 | His Favorites | -906730180 | EYE CARE | -906730185 | OILY SKIN | ||
| 10044 | Complete Eye Care | -906730180 | EYE CARE | -906730185 | none | ||
| 7932 | Love Magnetic Lash Kit | -19840884898 | MAGNETIC | -19840884903 | none |