Machine learning algorithms, on the other hand, mainly operate on numeric data. Therefore, encapsulating categorical variables into numerical form is paramount for model accuracy. This allows ...

For strictly numeric data, the k-means clustering technique is relatively simple, effective, and is the technique most commonly used. For strictly non-numeric (categorical ... by loading the raw ...