Ffrosthashinfrostcode.hashnode.dev路Jan 13, 2025 路 6 min readBuilding a Non-Linear Classifier using SVMsIntroduction 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...00
Ffrosthashinfrostcode.hashnode.dev路Jan 6, 2025 路 6 min readBuilding a Linear SVM ClassifierWelcome 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...00
Ffrosthashinfrostcode.hashnode.dev路Dec 30, 2024 路 8 min readConstructing a ClassifierIn 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...00
Ffrosthashinfrostcode.hashnode.dev路Dec 23, 2024 路 4 min readBuilding a Linear RegressorRegression 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...00
Ffrosthashinfrostcode.hashnode.dev路Dec 23, 2024 路 7 min readComputing Regression AccuracyIn 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 ...00
