Feng Gao, Wei Zhang, Andrea A. Baccarelli, Yike Shen* #Correspondence to Yike Shen, ys3419@cumc.columbia.edu
Published at Environment International https://www.sciencedirect.com/science/article/pii/S0160412022001507#!
Input data: HC50raw.csv
Autoencoder folder contains autoencoder models (embedding size, activation function, layers, and number of neurons)
Other_DimensionReduction_methods.py: PCA, KernelPCA, UMAP, factor analysis, MDS
Other_MachineLearning_models.py: LASSO, Ridge, Random Forest
Other_MachineLearning_models_FCNN: FCNN