Pre-processing Your Data For Machine Learning using Splunk

PCA and Standard Scaler

PCA (Principal Component Analysis) is a machine learning method that allows us to take multi-dimensional data and then map it into a much less complex space. For example we might have seven different variables within an IoT solution, and which would be difficult to visualise in seven dimensions. With PCA, we can reduce this…