Research Article

[Retracted] PCA and Binary -Means Clustering Based Collaborative Filtering Recommendation

Table 1

Performance comparison of collaborative filtering recommendation methods.

Algorithm\indexRecallPrecisionMAETime costSpace cost

Traditional collaborative filtering algorithmLowLowLowBigSmall
Collaborative filtering recommendation algorithm based on PCA dimension reduction and binary -means clusteringHightHightHightSmallBig
Collaborative filtering algorithm based on slope one matrix prefilling model, principal component analysis, and binary -means clusteringHightHightHightMore smallMore big