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How to interpret hidden state in Latent Markov Model
Hidden state is an abstract concept in Latent Markov. This article attempts to draw analogy from a simple example to clarify the same.
Tavish Srivastava 28 Apr, 2015 -
Solve a business case using simple Markov Chain
This article explains how to solve a real life scenario business case using Markov chain algorithm where simple Markov chain can be leveraged.
Tavish Srivastava 17 Apr, 2015 -
Introduction to Markov chain : simplified! (with Implementation in R)
An introduction to the Markov chain. In this article learn the concepts of the Markov chain in R using a business case and its implementation in R.
Tavish Srivastava 25 Jun, 2020
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Comparing a Random Forest to a CART model (Part 2)
Confused between the choices of classification model, i.e random forest or cart model. This article lays out a framework to make this choice.
Tavish Srivastava 17 Apr, 2015 -
Comparing a CART model to Random Forest (Part 1)
This article brings out the differences in widely used CART and random forest model using simple case study and example.
Tavish Srivastava 17 Apr, 2015
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Introduction to Random forest – Simplified
An introduction to random forest model algorithm and how to apply random forest classification algorithm using data for a case study in predictive analysis.
Tavish Srivastava 25 Jun, 2020 -
Framework to build logistic regression model in a rare event population
This article explains a step by step process for building logistic regression model in a rare event population.
Tavish Srivastava 25 Jun, 2020
