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Channel: Accuracy – AnalyticsPro : Analytics Tutorials for Data Science , BI & Big Data
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Machine Learning : Accuracy & Memorization vs Learning

Please make sure you have gone through previous articles in the series – Necessary – Introduction to Machine Learning Optional – R : Basic Data Analytics – Part 1  and R : Basic Data Analytics – Part 2...

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Machine Learning : Training Set – Validation Set – Test Set

Please make sure you have gone through previous articles in the series – Necessary – Introduction to Machine Learning and Machine Learning : Accuracy  & Memorization vs Learning Optional – R :...

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R Tutorial : Residual Analysis for Regression

In this tutorial we will learn a very important aspect of analyzing regression i.e. Residual Analysis. Residual Analysis is a very important tool used by Data Science experts , knowing which will turn...

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R Tutorial : Interpretation of R Squared and Adjusted R Squared in Regression

This tutorial talks about interpretation of the most fundamental measure reported for models which is R Squared and Adjusted R Squared.  We will try to give a clear guidelines for interpreting R...

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R Tutorial : How to interpret F Statistic in Regression Models

In this tutorial we will learn how to interpret another very important measure called F-Statistic which is thrown out to us in the summary of regression model by R. We have already seen R Tutorial :...

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