In this video, we will see what is Cost Function, what are the different types of Cost Function in Neural Network, and which ...

Learn how the Least Squares Criterion determines the line of best fit for data analysis, enhancing predictive accuracy in finance, economics, and investing.

ABSTRACT: Function-on-scalar regression is a type of function response regression used to analyze the relationship between function response and a set of scalar predictor factors. The variable ...

Generally speaking, it’s usually a win when things are functional. Functional fitness, for example, focuses on movement patterns you use in everyday life. Functional fashion might bring to mind ...

Abstract: In the last few decades, building regression models for non-scalar variables, including time series, text, image, and video, has attracted increasing interests of researchers from the data ...

Autistic regression refers to a loss of previously acquired skills or a backtracking of developmental milestones. In young children, it may represent autism onset. In older children and adults, it may ...

Abstract: This paper proposes a linear regression model for scalar-valued responses and two-way functional (bivariate) predictors. Our motivation stems from the quality evaluation of products based on ...

Performing gradient descent for calculating slope and intercept of linear regression using sum square residual or mean square error loss function.