### The “caret” Package – One stop solution for building predictive models in R

Predictive Models play an important role in the field of data science and business analytics, and tend to have a significant impact across various …

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Predictive Models play an important role in the field of data science and business analytics, and tend to have a significant impact across various …

The first time I heard the name “Support Vector Machine”, I felt, if the name itself sounds so complicated the formulation of the concept …

Random forest is one of the most commonly used algorithm in Kaggle competitions. Along with a good predictive power, Random forest model are pretty simple …

I created my first simple regression model with my father in 8th standard (year: 2002) on MS Excel. Obviously, my contribution in that model was minimal, but …

With increase in computational power, we can now choose algorithms which perform very intensive calculations. One such algorithm is “Random Forest”, which we will discuss …

In the last article, we introduced you to a technique often used in the analytics industry called Survival analysis. We also talked about some …

Only 531 out of a population of 50,431 customer closed their saving account in a year, but the dollar value lost because of such …

We, as analysts, specialize in optimization of already optimized processes. As the optimization gets finer, opportunity to make the process better gets thinner. One …

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