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DawnbrandBots / ydeck

A Node module for parsing, classifying and validating Yu-Gi-Oh! decklists
GNU General Public License v3.0
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Deck classification #3

Closed AlphaKretin closed 3 years ago

AlphaKretin commented 3 years ago

The module needs to be able to classify a deck in terms of what archetype it is. ygopro-data provides setcodes, but this has many false positives and false negatives. MBT has offered to provide a list of relevant criteria, but I assume that will only be relevant to the current metagame. Depending on future public presence, could collaborate with community on keeping such a list of criteria updated. Some themes will presumably be identified by the presence of various key cards, while others will be defined by a certain density of setcodes - the density will likely depend on the archetype.

kevinlul commented 3 years ago

For posterity, if we are able to pull a dataset from say YGOProDeck, we could try a k nearest neighbours, linear regression, or logistic regression classifier (those are the simplest)

AlphaKretin commented 3 years ago

The system to allow classification is largely written at this point, we are now waiting on a list of criteria from the client to bring this feature to MVP status

AlphaKretin commented 3 years ago

We've received a list of meta relevant decks and implemented checks for them. Checks for more decks will be an ongoing project, but this feature is now at MVP status.