R scripts for TCIAIG paper "Unsupervised Modelling of Player Style with LDA"
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README
rogue-combats.csv
rogue-kmeans.r
rogue-lda.r
rogue-pca.r
rogue-players.csv
rogue-sessions.csv
snakeotron-lda.r
snakeotron.csv

README

Supplementry material for Gow, Baumgarten, Cairns, Colton & Miller,
“Unsupervised Modelling of Player Style with LDA”. Submitted to
Transactions on Computational Intelligence & AI in Games.


snakeotron.csv		Snakeotron feature data
rogue-combats.csv	Rogue Trooper feature data

snakeotron-lda.r	LDA analysis
rogue-lda.r		

rogue-kmeans.r		k-means clustering of LDA results
rogue-pca.r		PCA analysis