I have been unsuccessful in finding a way to code a plumber api in R to pass in a csv file of new data and run a saved model to obtain predictions. Any assistance would be greatly appreciated. I have added code for an API which works to input values for each feature and get the prediction I am looking for. I am lost on how to pass in more than just a single record.
load("model.rda") library(plumber) #* @apiTitle Prediction #* Predict number #* @post /predict/values function(a, b, c, d){ #get the df newdf <- as.data.frame(list(a = as.numeric(a), b = as.numeric(b), c = as.numeric(c), d = as.numeric(d))) #get results of model pred <- predict(model_object,newdf) pred }
https://stackoverflow.com/questions/66066685/how-can-i-upload-a-csv-file-to-a-plumber-api-in-r-to-get-predictions-from-a-mode February 06, 2021 at 12:11AM
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