10. The method of claim 9 , further comprising returning at least one of: a confidence score for the distributions, wherein the confidence score ranges from 0 to 1 with 0 indicating no confidence in the predicted value and with 1 indicating a highest possible confidence in the predicted value; and confidence intervals indicating a minimum and maximum value between which there is a certain confidence value lies.
9. The method of claim 1 , further comprising: returning distributions based on probabilistic relationships between the rows and the columns of the dataset using the indices; and wherein the distributions returned comprise synthetic data from the indices which are mathematically derived from the columns and rows of the dataset but contain information about data that was not in any original record of the dataset and further in which the indices from which the distributions are derived are not constrained to the scope of the data of the original records of the dataset.