R SDK

Arize AI for Model Monitoring, Troubleshooting, and Explainability

Use the Arize R package to monitor machine learning predictions to observe your machine learning models and their features, predicted labels, and actual labels with just few lines of code.

Installing the package

install.packages("devtools")
devtools::install_github("Arize-ai/client_r")
library(arize)

Arize R SDK requires R Version >= R 4.1.2

Instrumenting your model

• Client$new()- initialize the client used to publish predictions