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Machine Learning
Caret Package – A Practical Guide to Machine Learning in R
Caret Package is a comprehensive framework for building machine learning models in R. In this tutorial, I explain nearly all the core features of...
Machine Learning
44 articles
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Evaluation Metrics for Classification Models – How to measure performance of machine learning models?
Choosing the right evaluation metric for classification models is important to the success of a machine learning app. Monitoring only the ‘accuracy score’ gives...
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Logistic Regression – A Complete Tutorial With Examples in R
Logistic regression is a predictive modelling algorithm that is used when the Y variable is binary categorical. That is, it can take only two...
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Complete Introduction to Linear Regression in R
We have covered the basic concepts about linear regression. Besides these, you need to understand that linear regression is based on certain underlying assumptions...
