Tag Coefficient Debug: ATTIRE

Fold 3 - Understanding why coefficient -548840744 was selected

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Summary

Tag: ATTIRE

Selected Coefficient: -548840744

Taxonomy Path: -15.12.14.7.14

Taxonomy Name:

Products with this tag: 7

Unique residual values tried: 5

Candidate Coefficients Tried

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?
-5488407442.000320-15.12.14.7.14-14.7.14.12.15 (-(14*79^4 + 7*79^3 + 14*79^2 + 12*79 + 15))Yes
-5548133812.000641-15.12.23.19.14-14.19.23.12.15 (-(14*79^4 + 19*79^3 + 23*79^2 + 12*79 + 15))No
-5547821762.000641-15.12.18.19.14-14.19.18.12.15 (-(14*79^4 + 19*79^3 + 18*79^2 + 12*79 + 15))No
-5548384256.000000-16.13.27.19.14-14.19.27.13.16 (-(14*79^4 + 19*79^3 + 27*79^2 + 13*79 + 16))No
06.00000000 (0)No

Products with this Tag

These are the training products that have the "ATTIRE" tag (processing sequence 497). 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
1013Modern Knit Mini Dress0FASHION548840744BEST DRESS, CUTE DRESSES, DATE NIGHT, EASY, FIGURE FLATTERING
920Felize-548840744CASUAL, CLASSIC, FASHION0COMFORT, EASY
824Astoria-548840744CASUAL, CLASSIC, FASHION0COMFORT, EASY, SOFT SWEATERS
1023Moss Stripe Crew-548840744CASUAL, CLASSIC, FASHION0BEST DRESS, COMFORT, EASY, FIGURE FLATTERING, FUN SUMMER COLORS
1069Taylor-554782176CASUAL, CLASSIC, FASHION-5941432COMFORT, SUMMER COLORS
933Georgette Ruffle-554813381CASUAL, CLASSIC, FASHION-5972637BEST DRESS, COMFORT, CUTE DRESSES, DATE NIGHT, FIGURE FLATTERING, FUN SUMMER COLORS, SUMMER OUTFIT
957Good Legs Crop Mini Boot-554838425JEANS, CASUAL, CLASSIC, FASHION-5997681COMFORT