Calculate Dissimilarity Matrix for Dataset with Mixed Attributes
Calculate Conditional Probabilities.
Calculate Dissimilarity Matrix for Mixed Attributes.
Descretize Quantitative Variables.
Calculate Distance Between Attribute Values.
Calculate Distance Between given Attribute Values by considering only ...
Calculate Significance of Quantitative Attributes.
Implement the methods proposed by Ahmad & Dey (2007) <doi:10.1016/j.datak.2007.03.016> in calculating the dissimilarity matrix at the presence of mixed attributes. This Package includes functions to discretize quantitative variables, calculate conditional probability for each pair of attribute values, distance between every pair of attribute values, significance of attributes, calculate dissimilarity between each pair of objects.