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Components

This directory contains 5 workflows.

k-Means (distance) 

This component runs K-means algorithm and outputs the Euclidean distance between every point and the clusters' centroids. In the configuration dialog, you […]

IconLangflow Runner 

Same-size k-Means 

This component identifies equally-sized clusters of homogeneous items in a dataset. First, K-means algorithm is used to derive centers of the clusters. […]

Variance Inflation Factor (VIF) 

This component calculates Variance Inflation Factor (VIF) across all numeric variables in the input data table. It can be used to remove collinear features […]

Variance Inflation Factor (VIF) filter 

This component implements a backward elimination process to remove collinear variables in a regression. It calculates Variance Inflation Factor (VIF) across […]