Project Type : This repo contains the project of the August ML wailearn group. It focuses on using ML to predict seismic bumps.
Blog Post : Predicting Hazardous Seismic Bumps Part III: improving model performance for imbalanced datasets
Dataset Source : seismic-bumps Data Set
Dataset Desc : Mining activity was and is always connected with the occurrence of dangers which are commonly called mining hazards. A special case of such threat is a seismic hazard which frequently occurs in many underground mines
Credits : We are immensely grateful to Nabanita Roy for pointing out this very interesting dataset, her previous work formed the base for which we were able to build on, you can have a look at her work here Part I and Part II!