How I Engineered an ML Model to Anticipate Divorce Amongst My Inner Circle

<p>Hey there! I&rsquo;m excited to talk to you today about a topic that might seem a bit unusual at first: using machine learning to predict divorce.</p> <p><strong>That&rsquo;s right, you heard me correctly.</strong></p> <p>Thanks to the power of artificial intelligence and predictive modeling, we can now use data to make predictions about the future of a marriage.</p> <h1>&nbsp;Predicting Divorce with Machine Learning&nbsp;</h1> <p>&nbsp;</p> <p>Photo by Steven Wilcox on Unsplash</p> <p>I have access to plenty of data and algorithms that can help us understand what leads to a&nbsp;<strong>successful or unsuccessful marriage.</strong></p> <p><strong>So let&rsquo;s dive into the details and see what we can learn.</strong></p> <h2>&nbsp;How It Works&nbsp;</h2> <p>The basic idea behind using machine learning to predict divorce is to analyze data about married couples and identify patterns that are associated with either a happy, long-lasting relationship or a relationship that is likely to end in divorce.</p> <p><strong>This might include factors like:</strong></p> <ul> <li><em>Age of the couple</em></li> <li><em>Education level</em></li> <li><em>Employment status</em></li> <li><em>Income</em></li> <li><em>Number of children</em></li> <li><em>Length of the relationship</em></li> <li><em>Frequency of arguments</em></li> </ul> <p>By gathering this data and using machine learning algorithms to identify patterns and relationships between different variables, we can develop a predictive model that can give us an indication of the likelihood of a couple getting divorced.</p> <p><a href="https://blog.devgenius.io/predicting-divorce-with-machine-learning-1c234c65730a">Read More</a></p>