SQLE Functions
This directory contains 79 workflows.
TD_RandomProjectionMinComponents
fastpath function to calculate minimum number of components for applying RandomProjection algorithm.
TD_RandomProjectionTransform
fastpath function for transforming the data from high dimensional space to low dimensional space using RandomProjection algorithm.
TD_RegressionEvaluator
fastpath function to compute metrics for the purpose of evaluation of regression models and cross-model comparison. Supports 14 metrics […]
TD_ROC
Fast path function to Compute AUC, Gini and ROCValues(thresholds, false positive rates, and true positive rates) for binary classifiers.
TD_RoundColumns
fastpath function to round all the TargetColumns upto N decimal places as specified in the argument PrecisionDigit.
TD_RowNormalizeFit
fastpath function to return parameters and target columns to be used by TD_RowNormalizeTransform for normalizing the input data.
TD_RowNormalizeTransform
fastpath function to return row-wise scaled (normalized) data.
TD_ScaleFit
fastpath function to generate required statistics and scaling parameters to be used by TD_ScaleTransform for scaling the input data.
TD_ScaleTransform
fastpath function to scale/standardize numeric columns.
TD_SentimentExtractor
fastpath function to extracts the sentiment (positive, negative, or neutral) of each input document or sentence, using a dictionary model.