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Understanding Logistic Regression , Logistic Function, the Calculation of Coefficients

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Logistic regression is a statistical method used in machine learning and data analysis to model the relationship between a dependent variable and independent variables. It is used for binary classification problems where the outcome is either a positive or negative event. The term "logistic" refers to the use of the logistic function, which maps a continuous linear input to a binary output. What is Logistic Regression Used For? Logistic regression is commonly used in a variety of fields, including healthcare, finance, marketing, and social sciences. For example, it can be used in healthcare to predict the probability of a patient developing a particular disease based on their medical history, lifestyle, and other factors. In finance, logistic regression can be used to predict the likelihood of default on a loan based on the borrower's credit score and other financial data. How Does Logistic Regression Work? At its core, logistic regression models the relations...
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Brumate Toddy 16oz Coffee Mug Review

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I was looking for a Coffee Travel Mug that doesn't leak and is easily washable. I know there are many tumblers that don't leak, but they are usually best for just water not for milk-kind beverages. Because they usually have a very small mouth so it's hard to wash. I saw on Youtube that Brumate Toddy 16oz Coffee Mug has a leak-proof lid, and it has big enough so I gave it a shot. They have a lot of design options to choose from, and all are so pretty that it's hard to choose one. I chose this marble white coffee mug, and I'm going to review each aspect.  Brumate Toddy 16oz Coffee Mug Review Brumate Toddy 16oz Coffee Mug Appearance I like this toddy mug in that it has a holder that helps me easily hold and its design is pretty. The weight is not so heavy. I have so many Yeti and comparing with them, this is much lighter. This Brumate is 16oz so it's perfect for a cup of latte. How to Open  It has a leakproof lid, and it is a double lock system. So first we need t...
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Fun Korean drama recommendation - Crash Course in Romance Review (K-drama on Netflix)

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 Are you looking for a new K-drama on Netflix? Recently I've been watching "Crash Course in Romance" on Netflix, and I really want to recommend it to anyone who loves Korean Dramas.  Starring In this Drama, Jeon Do-yeon and Jung Kyung-ho star. Jeon Do-yeon is a trendy movie actress in Korea. Jung Kyung-ho is also a famous drama actor, and he's in a long-term relationship with Soo-Young, a member of Girl's Generation(a Korean idol).  Synopsis Choi Chi-Yeol(Jung Kyung-ho) is a top mathematics lecturer in the private education industry in Korea. Nam Haeng-sun(Jun Do-yeon) runs a pre-cooked meal business, and she is an aunt of Nam Haei. Haei's mom abandoned her when she was young, so her aunt Haeng-sun raised her as her mother. So Haei started calling her 'mother' instead of 'aunt.'  Chi-Yeol is such a worker holic, so he has some diet issues and can't eat well. But once he found that food from Haeng-sun's market tasted so great to him.  Ha...
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