-Open the R file using RStudio -> Engine Condition Classification.R

-Copy these code and paste in the console to install the library install.packages("tibble") install.packages("readr") install.packages("ggplot2") install.packages("keras") install.packages("tensorflow") install.packages("caret") install.packages("RColorBrewer")

-highlights the code until line-107 and run to train the neural network model -highlights the code from line-109 to line-117 and run to see the testing result -highlights the code from line-122 to line-151 and run to visualizing the confusion matrix -highlights the code from line-157 until the end and run to show the accuray, recall and the F1-Score