Regression & Basics

For Regularization we Use

• Lasso Regression

• Ridge Regression

• Both may work

For Regularization we Use

• Lasso Regression

• Ridge Regression

• Both may work

For Regression problems we can use all of these except

• Lasso Regression

• Ridge Regression

• Polynomial Regression

• Logistic Regression

The Amount of Dispersion can be tracked by looking at

• Variance

• Covariance

• Correlation

to make the minimum of Data is 0 and Maximum is 1

• Standardization

• Normalization

• Play Station

The Mean Value of The whole Data is 0 and Standard Deviation is 1

• Standardization

• Normalization

• Play Station

When you want to increase Variance and Decrease Bias

• Increase Alpha of Regularization

• Decrease Alpha of Regularization

When you want to increase Variance and Decrease Bias

• Increase number of Poly Features

• Decrease number of Poly Features