13. The method of claim 1 , further comprising: displaying a user controllable minimum confidence threshold at a Graphical User Interface (GUI) displaying the tabular dataset as output to the user within a spreadsheet or table; receiving the user specified minimum confidence threshold as input via the user controllable minimum confidence threshold; and wherein displaying the predicted values as updated output to the user comprises displaying only the predicted values at the GUI having the corresponding confidence indicator equal to or greater than the user specified minimum confidence threshold.
1. A method in a host organization, the method comprising: receiving a tabular dataset from a user as input, the tabular dataset having data values organized as columns and rows; identifying a plurality of null values within the tabular dataset, the null values being dispersed across multiple rows and multiple columns of the tabular dataset; generating indices from the tabular dataset of columns and rows, the indices representing probabilistic relationships between the rows and the columns of the tabular dataset; displaying the tabular dataset as output to the user, the displayed output including the data values depicted as known values and the null values depicted as unknown values; receiving input from the user to populate at least a portion of the unknown values within the displayed tabular dataset with predicted values; querying the indices for the predicted values; receiving a confidence indicator for every one of the plurality of null values within the tabular dataset responsive to querying the indices for the predicted values, the confidence indicator based on a comparison of known results corresponding to known and non-null values within the dataset with the predicted values; and displaying the predicted values as updated output to the user, wherein displaying the predicted values as updated output to the user comprises displaying selected ones of the predicted values that correspond to the confidence indicator being in excess of a default minimum confidence threshold or a user specified minimum confidence threshold when present.