This creates clusters which are normally distributed and assigns an equal number of clusters for each class you choose. Interdependence…

This transformer turns lists of mappings (dict-like objects) of feature names to feature values into Numpy arrays or scipy.sparse matrices…

ABSTRACT: Each year it has become more and more difficult for healthcare providers to determine if a patient has a…

Once you decide to get started with Data Science (in a serious way), the first few months (if not year)…

Many of my subscribers have asked for some resources to help get them on a path for better understanding with…

This functions below aim to give a bit of background on data and data manipulation in R. which.max(x) returns the…

If you want to know a little bit more about the variables you are working with try out these R…

The “as….” explicitly converts the data to whatever you desired outcome. as.array(x) as.data.frame(x) as.numeric(x) as.logical(x) as.vector(x) as.matrix(x) as.complex(x) as.character(x) ……

Indexing Vectors x[n] nth element x[-n] all but the nth element x[1:n] first n elements x[-(1:n)] elements from n+1 to…

Ever wonder how to generate data within R? c(…) generic function to combine arguments with the default forming a vector; with…