Abhilash SinghinNerd For TechWhy distance from the road is considered a potential input feature in machine learning modeling of…In recent years, researchers have started incorporating distance from the road-rail network as an input feature in solving Earth science…Sep 3, 2022Sep 3, 2022
Abhilash SinghinNerd For TechWhy feature scaling (or standardization) is important in machine learning?Among various feature engineering steps, feature scaling is one of the most important tasks. In machine learning, it is necessary to bring…Sep 25, 2021Sep 25, 2021
Abhilash SinghinNerd For TechHow to compare multiple machine learning models?In this article, we will discuss the performance metrics that we must use when we have to compare multiple machine learning models…Sep 22, 2021Sep 22, 2021
Abhilash SinghinAnalytics VidhyaSupport Vector Regression (SVR) Model: A Regression-Based Machine Learning ApproachIn this article, we will briefly discuss the SVR model. We will discuss three types of SVR namely, S-SVR (Scaling-SVR), Z-SVR…Nov 20, 2020Nov 20, 2020
Abhilash SinghinNerd For TechLinear Regression plot with Confidence Intervals in MATLABIn this article, we will discuss a simple code to plot a Linear Regression (LR) curve. The code is written in MATLAB and can be downloaded…Jul 29, 2020Jul 29, 2020
Abhilash SinghinAnalytics VidhyaSoil moisture estimation from microwave satellite images (Big data)In this article, we will discuss the detailed process of surface soil moisture (top 5 cm) estimation using satellite images. This article…Jul 16, 2020Jul 16, 2020
Abhilash SinghinAnalytics VidhyaPrincipal Component Analysis (PCA) on images in MATLAB, A Graphical User Interface (GUI)In this article, we will first discuss the basics of PCA and how we can use PCA in MATLAB. After that, we will try to answer a fundamental…Nov 27, 2019Nov 27, 2019