Exoplanet-Exploration

Over a period of nine years in deep space, the NASA Kepler space telescope has been out on a planet-hunting mission to discover hidden planets outside of our solar system. The project Exoplanet-Exploration is about creating machine learning models capable of classifying candidate exoplanets from the raw dataset.

Steps

1. Read the CSV and Perform Basic Data Cleaning
2. Create a Train Test Split
3. Pre-processing (Scale the data using the MinMaxScaler)
4. Train the Support Vector Machine
5. Hyperparameter Tuning