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SQLE Functions

This directory contains 79 workflows.

TD_​Histogram 

fastpath function to perform histogram calculation on a data set, which accepts either auto-generated bins, Equal-Width bins and Variable-Width bins, output […]

TD_​KMeans 

fastpath function to generate clustering model containing cluster centroids using KMeans algorithm.

TD_​KMeansPredict 

fastpath function for assigning data points to Kmeans clusters.

TD_​KNN 

This function classifies data objects based on proximity to other data objects with known classification.

TD_​NaiveBayesTextClassifierTrainer 

Trains a Naive Bayes text classifier model.

TD_​NonLinearCombineFit 

Fastpath function to return parameters and target columns to be used by TD_NonLinearCombineTransform function for generating a new feature.

TD_​NonLinearCombineTransform 

Fastpath function to generate a new feature by taking a non linear combination of existing features using the parameters from TD_NonLinearCombineFit output.

TD_​NumApply 

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

TD_​OneClassSVM 

This function performs one-class training for classification analysis on data sets.

TD_​OneClassSVMPredict 

This function predicts target class labels (normal 1, or outlier 0) for test data using a one-class SVM model trained by TD_OneClassSVM