decorrelating

Example:The goal of the analysis was to decorrelation between financial market indices for a more accurate risk assessment.

Definition:The resulting state or process of decorrelating. Usually refers to a reduction or elimination of existing correlations.

Example:After de-correlation, the data sets no longer have any relationship with each other, which simplifies the use of the data in machine learning models.

Definition:The state of being decorrelated, having the correlation between variables or elements reduced or removed.

Example:The whitening process decorrelated the two audio channels by removing their mutual correlation, allowing for clearer separation of the sounds.

Definition:A process similar to decorrelating, often used in digital signal processing to reduce or remove correlations, making the data resemble a white noise source.