Time series-based hybrid ensemble learning model with multivariate multidimensional feature coding for DNA methylation prediction

Table 6 Benchmark models in this paper

Model	Model details	References
iDNA-MS	Random Forest algorithm http://lin-group.cn/server/iDNA-MS	Lv, ect. 2020 [43]
iDNA–ABT	Adaptive embedding based on Bidirectional Encoder Representations from Transformers together with transductive information maximization	Yu, ect. 2021 [45]
iDNA-AB	iDNA-ABT using the cross-entropy loss	Yu, ect. 2021 [45]
EA-LSTM	Evolutionary attention-based LSTM	Li, etc. 2019 [68]
CTS-LSTM	LSTM network for correlated time series	Wan, etc. 2020 [69]
Conv-LSTM	Convolutional neural network and LSTM	Fu, etc. 2022 [70]

ISSN: 1471-2164