Tag: Misclassification

Tutorial : Linear Regression Construct
Advanced, Algorithm, Classification, Data Analysis, Data Science, Machine Learning, Regression, Supervised Learning

Tutorial : Linear Regression Construct

In  this tutorial we will discuss about structure of Linear regression and how a Linear regression Equation is constructed for 2 variable model.

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Machine Learning : Training Set – Validation Set – Test Set
Classification, Data Analysis, Data Science, Machine Learning, Supervised Learning

Machine Learning : Training Set – Validation Set – Test Set

This tutorial talks about the importance of Testing set and Validation sets for predictive analytic algorithms and different techniques which can be wisely used to get a reliable measure of accuracy.

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Machine Learning : Accuracy & Memorization vs Learning
Data Analysis, Data Science, Machine Learning, Supervised Learning

Machine Learning : Accuracy & Memorization vs Learning

This tutorial talks about various measures of accuracy in in various predictive analytics and machine learning scenarios. It also talks about potential pitfall of over fitting resulting in memorization vs the learning which is desirable.

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