Data Science, Machine Learning, Statistics, Artificial Intelligence.
mathematical term — co-linear features. The numerous columns of features without prior treatment leads to curse of dimensionality which in turn leads to over fitting. To ameliorate this curse of dimensionality, principal component analysis (PCA for short) which is one of many ways to address this,