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Jan 13, 2025 路 6 min read 路 Introduction to Building a Loan Status Classifier with SVM Predicting loan status is a crucial task for financial institutions aiming to manage risks effectively and provide better customer experiences. Leveraging machine learning, particularly Suppo...
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Jan 6, 2025 路 6 min read 路 Welcome back 馃憢 readers! In this blog, we will cover building a linear SVM classifier that is used in predictive modeling. So, are you ready to cook? Introduction Predictive modeling has gained a lot of attention over the years because of the data av...
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Dec 30, 2024 路 8 min read 路 In machine learning, classification involves using the features of a dataset to divide it into a specific number of classes. This is different from regression, where the output is a real number. A classifier is any algorithm that performs classificat...
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Dec 23, 2024 路 4 min read 路 Regression is estimating the relationship between input data and continuous output data. The data is typically in the form of real numbers, and the goal is to calculate the underlying function that maps the input to the output. Consider the following...
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Dec 23, 2024 路 7 min read 路 In the previous blog, we learned how to build a regressor. It is also important to understand how to evaluate the quality of a regressor as well. In this context, an error is defined as the difference between the actual value and the predicted value ...
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