How to Normalize and Standardize Your Machine Learning Data in Weka - MachineLearningMastery.com

Machine learning algorithms make assumptions about the dataset you are modeling. Often, raw data is comprised of attributes with varying scales. For example, one attribute may be in kilograms and a...

By · · 1 min read
How to Normalize and Standardize Your Machine Learning Data in Weka - MachineLearningMastery.com

Source: MachineLearningMastery.com

Machine learning algorithms make assumptions about the dataset you are modeling. Often, raw data is comprised of attributes with varying scales. For example, one attribute may be in kilograms and another may be a count. Although not required, you can often get a boost in performance by carefully choosing methods to rescale your data. In […]