Identified IntelliAuto company employees issue by using R to generate (1) Descriptive Analytics, (2) Visualization and Predictive Analytics, and (3) Prescriptive Analytics
-
Updated
Jun 21, 2024 - R
Identified IntelliAuto company employees issue by using R to generate (1) Descriptive Analytics, (2) Visualization and Predictive Analytics, and (3) Prescriptive Analytics
An end-to-end code solution involves performing EDA and sales prediction using time series analysis in R with ML models and evaluating their performance based on accuracy metrics.
Performed segmentation analysis and predictive modeling on insurance broker performance to conclude a random forest model (highest AUC of 73%) predicted whether 2020 Gross Written Premium will increase or decrease from 2019 with a misclassification rate of 35%. Four classification models (classification trees, logistic regression, random forests…
Add a description, image, and links to the prescriptive-analytics topic page so that developers can more easily learn about it.
To associate your repository with the prescriptive-analytics topic, visit your repo's landing page and select "manage topics."