Trained and ready to use Neural Networks and Script for synthetic data generation and Neural Network train and validation of already selected features.
Please to load the trained model in R use:
Chosen_Model<-readRDS("Downloaded_Model_Name.rds")
To predict outcomes from your data use:
Predictions<-predict(Chosen_Model, Newdata)
Legend:
Model Outcome Meanning
Lipids_PDAC_NN 1 PDAC otherwise (0) Control
Lipids_CCA_NN 0 CCA otherwise (1) Control
Proteomics_PDAC_NN 0 CCA otherwise (1) Control
Proteomics_CCA_NN 1 PDAC otherwise (0) Control