IRJET - An User Friendly Interface for Data Preprocessing and Visualization using Machine Learning Models
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This document presents a tool for preprocessing and visualizing data using machine learning models. It aims to simplify the preprocessing steps for users by performing tasks like data cleaning, transformation, and reduction. The tool takes in a raw dataset, cleans it by removing missing values, outliers, etc. It then allows users to apply machine learning algorithms like linear regression, KNN, random forest for analysis. The processed and predicted data can be visualized. The tool is intended to save time by automating preprocessing and providing visual outputs for analysis using machine learning models on large datasets.
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IRJET - An User Friendly Interface for Data Preprocessing and Visualization using Machine Learning Models