Genomic data analysis is of utmost importance in the healthcare sector as it seeks to solve the main problem of detection and genetic disease forecasting. This thesis surveys the utilization of ...

The gene expression value prediction algorithm based on XGBoost outperforms the D-GEX algorithm, and is better than the traditional machine learning algorithms such as Linear Regression and KNN. In ...

New prediction = Previous Prediction + Learning rate * Output. XGboost calls the learning rate as eta and its value is set to 0.3 . For the 2nd reading(Age=15) new prediction = 30 + (0.3 * 6) = 31.8.