Name		Name	Last commit message	Last commit date
parent directory ..
README.md		README.md
SAE.py		SAE.py
SIAE.py		SIAE.py
SRU_data.txt		SRU_data.txt

README.md

Stacked Isomorphic Auto Encoder

SIAE

在与训练的过程中,在隐藏层重构的h换成了X,保证对数据的一个原始表征能力

SAE

一般的堆叠自编码器

测试集性能评估

软测量模型	RMSE	R2
SIAE	0.02464	0.8167
SAE	0.02838	0.7911

参考文献

Stacked isomorphic autoencoder based soft analyzer and its application to sulfur recovery unit