About this document
Lab - 2 DS by BINAY VERMA is a document available to read on EtoBox.
The document outlines a lab experiment focused on data preprocessing of the Automobiles.csv dataset, including handling missing values, dropping irrelevant columns, and applying feature scaling techniques. It details the steps taken, such as dropping the horsepower column, imputing missing values with the median, and applying Min–Max scaling and Standardization. The reasoning concludes that Standardization is more suitable for this dataset due to its robustness against outliers and varying feature scales.
- Author
- BINAY VERMA
- Language
- EN