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Predictive Modeling Analysis for SMDM Project by Prabhu Saravana bhavan is a document available to read on EtoBox.

What is Predictive Modeling Analysis for SMDM Project about?

This document analyzes two datasets to build predictive models. For the first dataset, exploratory data analysis is performed to understand the data. Linear regression models are built on train-test splits and compared based on performance metrics. The best model is selected. For the second dataset, logistic regression and LDA models are built after encoding categorical variables. Model performance is evaluated using accuracy, confusion matrices and ROC curves. The best model is identified. Business insight

Author

Prabhu Saravana bhavan

Language

EN