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SQLE Functions

This directory contains 79 workflows.

TD_​Silhouette 

fastpath function to calculate silhouette score for the clustered data.

TD_​SimpleImputeFit 

Imputation is the process of replacing missing data with substituted values. TD_SimpleImputeFit is a function to find out such substituted values based on […]

TD_​SimpleImputeTransform 

TD_SimpleImputeTransform function is used to fill null values in target columns with corresponding values from FitTable (generated by TD_SimpleImputeFit […]

TD_​StrApply 

fastpath function used to apply predefined string operation on a specified target column range.

TD_​SVM 

This function performs classification and regression analysis on data sets.

TD_​SVMPredict 

This function predicts target values (regression) and class labels (classification) for test data using an SVM model trained by TD_SVM

TD_​TargetEncodingFit 

This function takes an input table partitioned by ANY and a category table as Dimension and generates hyperparameters for each unique category in the target […]

TD_​TargetEncodingTransform 

Using the target values generated by the TD_TargetEncodingFit function, it replaces the categories of the categorical column into numeric values thereby […]

TD_​TextParser 

fastpath function used to parse text

TD_​TrainTestSplit 

Fast path function to split input dataset into train dataset and test dataset as per mentioned trainSize and testSize as arguments