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#### Logistic Regression

Example: flipping a coin one time. The probability of getting a head = 𝑝 ( ℎ𝑒𝑎𝑑 )=1/2 Introduction Logistic regression is a supervised learning technique , which is basically a probabilistic class...

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Logistic Regression is one of the fundamental models used in Machine Learning. It is a classification technique and is best suited for predicting the categorical response variable. While linear…

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Logistic Regression Introduction Comparison to linear regression Types of logistic regression Binary logistic regression Sigmoid activation Decision boundary Making predictions Cost function Gradient ...

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Logistic Regression is supervised machine learning algorithm, used for binary class or multi class classification(also called one-vs-all Classification). This is one of the famous classification…

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Logistic regression models the probabilities for classification problems with two possible outcomes. It’s an extension of the linear regression model for classification problems. The linear regression...

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Logistic regression is a classification algorithm used to assign observations to a discrete set of classes. Unlike linear regression which outputs continuous number values, logistic regression…

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Now, to predict whether a user will purchase the product or not, one needs to find out the relationship between Age and Estimated Salary. Here User ID and Gender are not important factors for finding…...

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In previous blogs we used the Linear Regression technique to create models. But Linear Regression technique is unbounded, it has infinite possibilities and can be used only when the response variable…...

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In a previous article I explored linear regression — the foundation of all other advanced models used in machine learning and data science. Linear regression models continuous dependent variables…

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This post will walk you through logistic regression from the very basics. In order to master machine learning it is imperative to have the basics very clear. It may seem exhausting at first but once…

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A Comprehensive blog on Logistic Regression with explanation consisting of Math behind it and implementing it from scratch through code, along with R^2 and p-value evaluations.

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Logistic Regression - Overview What are the odds that an event will happen? Answering yes/no questions. Often we have to resolve questions with binary or yes/no outcomes. For example: Does a patient h...

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Logistic regression is a Classification algorithm that will draw a boundary to differentiate between 2 or more classes, the boundary can be linear or non-linear. The starting logic is same as in the…

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Logistic Regression is used to model probability of a certain class so that it can be assigned value of 0 or 1. It is a statistical and supervised learning model. It is a go-to method for binary…

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Unlike other Algorithms, Logistic Data Science Machine learning NLP natural learning artificial intelligence data science Log data algorithms

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The classification is the process of determining which set of categories, also known as sub population a new observation or a new instance belongs to. Before determining for a new instance, a model…

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Logistic Regression is a classification algorithm which is used when we want to predict a categorical variable (Yes/No, Pass/Fail) based on a set of independent variable(s). In the Logistic…

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Logistic regression is a technique for modelling the probability of an event. Just like linear regression, it helps you understand the relationship between one or more variables and a target…

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Logistic Regression is a technique that can be used for traditional statistics as well as machine learning. Logistic Regression is similar to Linear Regression except Logistic Regression predicts…

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Have you ever wondered why some people are extended loans or credit cards by banks while some others are not? How do banks know with some amount of surety that the individuals to whom they provide…

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In this post we will be exploring and understanding one of the basic Classification Techniques in Machine Learning — Logistic Regression. Logistic regression model is used to calculate predicted…

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Logistic Regression is a statistical method used for classification by measuring the relationship between categorical dependent variable and independent variable by using logistic function. However …

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There are many ways for understanding Logistic Regression. In this article, we shall learn with a graphical(Geometrical intuition) way of representing Logistic Regression. Even though the name itself…...

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With this second post of series, we will continue from ‘Optimizing Objectives’ subject and try to finish all remaining topics listed in below table. where s is the number of successful (Head)…

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