Machine learning homework assignment
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. To help process this data, I created machine learning models capable of classifying candidate exoplanets from the raw dataset.
- Preprocess the raw data
- Tune the models
- Compare two or more models
- Jupyter Notebook
- Python
- Pandas, SkLearn, Keras, TensorFlow libraries
Logistic Regression model have proven to be very ineffective for this particular request. Therefore, deep learning model was used instead. The final model has provided 89% accurancy.