#6 Lithology Identification Algorithm using ML
Channel: Force Seminars
Date: 03/05/2021

By Ridwan Iyas and Cokro W. Suratno

We used a variety of preprocessing methods such as imputation and scaling the data. We compared the performance of each of well logs, then select multiple combination of well logs as the input. We used XGBoost and LightGBM as the training algorithms, and tuning the hyperparameters to achieve the best result.