Comparison of incremental linear dimension reduction methods for streaming data

•We compared incremental linear dimension reduction algorithms for streaming data.•Performance comparison was conducted in various streaming environments.•Classification in low or high dimensional data streams with concept drift is compared.•ILS combined with CCIPCA can give high prediction accuracy but low time complexity.