This application provides an interactive platform for training, evaluating, and visualizing machine learning models, specifically designed for regression tasks. It supports advanced algorithms like Random Forest Regression(RF) and Support Vector Regression (SVR) to deliver accurate predictions and insightful data analysis.
Upload your dataset in CSV or Excel format. Analyze correlations between dataset features. Visualize and select key features for your model. Train machine learning models using RFR and SVR. Generate predictions based on your trained models. Download the predicted data as an Excel file.
