Information

Predict with high accuracy the likelihood of a breakdown to reduce overall downtime, increase productivity and create a safer working environmental. Gain the necessary knowledge to allow technicians to perform repairs at the machine's optimal time and stage parts

Examples:  include but are not limited to estimating the probability of a machine breakdown based on machine or operational specifications (bucket capacity, machine horsepower, machine weight, operator, etc.) using historical operational data of the machine.

Data format: The first column of your data must contain the values of the failure status (0: no failure, 1: failure) and the following columns the values of the recorded variables/features.